{"key": "172.20.0.100|148500|a|-", "window": "172.20.0.100|148500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|148500|b|Llama-8B+Rule", "window": "172.20.0.100|148500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|148500|c|Llama-8B+Rule", "window": "172.20.0.100|148500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|148500|b|Qwen-14B+LLM", "window": "172.20.0.100|148500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|148500|c|Qwen-14B+LLM", "window": "172.20.0.100|148500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|236300|a|-", "window": "172.20.0.156|236300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|236300|b|Llama-8B+Rule", "window": "172.20.0.156|236300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|236300|c|Llama-8B+Rule", "window": "172.20.0.156|236300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|236300|b|Qwen-14B+LLM", "window": "172.20.0.156|236300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|236300|c|Qwen-14B+LLM", "window": "172.20.0.156|236300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|67000|a|-", "window": "172.20.0.158|67000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|67000|b|Llama-8B+Rule", "window": "172.20.0.158|67000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|67000|c|Llama-8B+Rule", "window": "172.20.0.158|67000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|67000|b|Qwen-14B+LLM", "window": "172.20.0.158|67000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|67000|c|Qwen-14B+LLM", "window": "172.20.0.158|67000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|202800|a|-", "window": "172.20.0.200|202800", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|202800|b|Llama-8B+Rule", "window": "172.20.0.200|202800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|202800|c|Llama-8B+Rule", "window": "172.20.0.200|202800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|202800|b|Qwen-14B+LLM", "window": "172.20.0.200|202800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|202800|c|Qwen-14B+LLM", "window": "172.20.0.200|202800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|163600|a|-", "window": "172.20.0.101|163600", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163600|b|Llama-8B+Rule", "window": "172.20.0.101|163600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163600|c|Llama-8B+Rule", "window": "172.20.0.101|163600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163600|b|Qwen-14B+LLM", "window": "172.20.0.101|163600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163600|c|Qwen-14B+LLM", "window": "172.20.0.101|163600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|171500|a|-", "window": "172.20.0.150|171500", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|171500|b|Llama-8B+Rule", "window": "172.20.0.150|171500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171500|c|Llama-8B+Rule", "window": "172.20.0.150|171500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171500|b|Qwen-14B+LLM", "window": "172.20.0.150|171500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171500|c|Qwen-14B+LLM", "window": "172.20.0.150|171500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|137800|a|-", "window": "172.20.0.153|137800", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|137800|b|Llama-8B+Rule", "window": "172.20.0.153|137800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|137800|c|Llama-8B+Rule", "window": "172.20.0.153|137800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|137800|b|Qwen-14B+LLM", "window": "172.20.0.153|137800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|137800|c|Qwen-14B+LLM", "window": "172.20.0.153|137800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|115200|a|-", "window": "172.20.0.157|115200", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|115200|b|Llama-8B+Rule", "window": "172.20.0.157|115200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|115200|c|Llama-8B+Rule", "window": "172.20.0.157|115200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|115200|b|Qwen-14B+LLM", "window": "172.20.0.157|115200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|115200|c|Qwen-14B+LLM", "window": "172.20.0.157|115200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158500|a|-", "window": "172.20.0.158|158500", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158500|b|Llama-8B+Rule", "window": "172.20.0.158|158500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158500|c|Llama-8B+Rule", "window": "172.20.0.158|158500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158500|b|Qwen-14B+LLM", "window": "172.20.0.158|158500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158500|c|Qwen-14B+LLM", "window": "172.20.0.158|158500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|184400|a|-", "window": "172.20.0.100|184400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|184400|b|Llama-8B+Rule", "window": "172.20.0.100|184400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|184400|c|Llama-8B+Rule", "window": "172.20.0.100|184400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|184400|b|Qwen-14B+LLM", "window": "172.20.0.100|184400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|184400|c|Qwen-14B+LLM", "window": "172.20.0.100|184400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|203200|a|-", "window": "172.20.0.200|203200", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|203200|b|Llama-8B+Rule", "window": "172.20.0.200|203200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|203200|c|Llama-8B+Rule", "window": "172.20.0.200|203200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|203200|b|Qwen-14B+LLM", "window": "172.20.0.200|203200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|203200|c|Qwen-14B+LLM", "window": "172.20.0.200|203200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|100900|a|-", "window": "172.20.0.100|100900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|100900|b|Llama-8B+Rule", "window": "172.20.0.100|100900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|100900|c|Llama-8B+Rule", "window": "172.20.0.100|100900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|100900|b|Qwen-14B+LLM", "window": "172.20.0.100|100900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.100|100900|c|Qwen-14B+LLM", "window": "172.20.0.100|100900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|14000|a|-", "window": "172.20.0.154|14000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|14000|b|Llama-8B+Rule", "window": "172.20.0.154|14000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|14000|c|Llama-8B+Rule", "window": "172.20.0.154|14000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|14000|b|Qwen-14B+LLM", "window": "172.20.0.154|14000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|9000|a|-", "window": "172.20.0.101|9000", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9000|b|Llama-8B+Rule", "window": "172.20.0.101|9000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9000|c|Llama-8B+Rule", "window": "172.20.0.101|9000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9000|b|Qwen-14B+LLM", "window": "172.20.0.101|9000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9000|c|Qwen-14B+LLM", "window": "172.20.0.101|9000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|158200|a|-", "window": "172.20.0.158|158200", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158200|b|Llama-8B+Rule", "window": "172.20.0.158|158200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158200|c|Llama-8B+Rule", "window": "172.20.0.158|158200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158200|b|Qwen-14B+LLM", "window": "172.20.0.158|158200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158200|c|Qwen-14B+LLM", "window": "172.20.0.158|158200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|228600|a|-", "window": "172.20.0.101|228600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|228600|b|Llama-8B+Rule", "window": "172.20.0.101|228600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|228600|c|Llama-8B+Rule", "window": "172.20.0.101|228600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|228600|b|Qwen-14B+LLM", "window": "172.20.0.101|228600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|150100|a|-", "window": "172.20.0.152|150100", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|150100|b|Llama-8B+Rule", "window": "172.20.0.152|150100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|150100|c|Llama-8B+Rule", "window": "172.20.0.152|150100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|150100|b|Qwen-14B+LLM", "window": "172.20.0.152|150100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|187900|a|-", "window": "172.20.0.101|187900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|187900|b|Llama-8B+Rule", "window": "172.20.0.101|187900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|187900|c|Llama-8B+Rule", "window": "172.20.0.101|187900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|187900|b|Qwen-14B+LLM", "window": "172.20.0.101|187900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|187900|c|Qwen-14B+LLM", "window": "172.20.0.101|187900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|95600|a|-", "window": "172.20.0.100|95600", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|95600|b|Llama-8B+Rule", "window": "172.20.0.100|95600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95600|c|Llama-8B+Rule", "window": "172.20.0.100|95600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95600|b|Qwen-14B+LLM", "window": "172.20.0.100|95600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95600|c|Qwen-14B+LLM", "window": "172.20.0.100|95600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|227700|a|-", "window": "172.20.0.153|227700", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|227700|b|Llama-8B+Rule", "window": "172.20.0.153|227700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|227700|c|Llama-8B+Rule", "window": "172.20.0.153|227700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|227700|b|Qwen-14B+LLM", "window": "172.20.0.153|227700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|227700|c|Qwen-14B+LLM", "window": "172.20.0.153|227700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|72900|a|-", "window": "172.20.0.200|72900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|72900|b|Llama-8B+Rule", "window": "172.20.0.200|72900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|72900|c|Llama-8B+Rule", "window": "172.20.0.200|72900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|72900|b|Qwen-14B+LLM", "window": "172.20.0.200|72900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|72900|c|Qwen-14B+LLM", "window": "172.20.0.200|72900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|23600|a|-", "window": "172.20.0.100|23600", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|23600|b|Llama-8B+Rule", "window": "172.20.0.100|23600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|23600|c|Llama-8B+Rule", "window": "172.20.0.100|23600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|23600|b|Qwen-14B+LLM", "window": "172.20.0.100|23600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|23600|c|Qwen-14B+LLM", "window": "172.20.0.100|23600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|143200|a|-", "window": "172.20.0.100|143200", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|143200|b|Llama-8B+Rule", "window": "172.20.0.100|143200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|143200|c|Llama-8B+Rule", "window": "172.20.0.100|143200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|143200|b|Qwen-14B+LLM", "window": "172.20.0.100|143200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|143200|c|Qwen-14B+LLM", "window": "172.20.0.100|143200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|81800|a|-", "window": "172.20.0.150|81800", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|81800|b|Llama-8B+Rule", "window": "172.20.0.150|81800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.150|81800|c|Llama-8B+Rule", "window": "172.20.0.150|81800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|81800|b|Qwen-14B+LLM", "window": "172.20.0.150|81800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|81800|c|Qwen-14B+LLM", "window": "172.20.0.150|81800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|112400|a|-", "window": "172.20.0.200|112400", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|112400|b|Llama-8B+Rule", "window": "172.20.0.200|112400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|112400|c|Llama-8B+Rule", "window": "172.20.0.200|112400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|112400|b|Qwen-14B+LLM", "window": "172.20.0.200|112400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|40600|a|-", "window": "172.20.0.157|40600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40600|b|Llama-8B+Rule", "window": "172.20.0.157|40600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40600|c|Llama-8B+Rule", "window": "172.20.0.157|40600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40600|b|Qwen-14B+LLM", "window": "172.20.0.157|40600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|40600|c|Qwen-14B+LLM", "window": "172.20.0.157|40600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|139900|a|-", "window": "172.20.0.152|139900", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|139900|b|Llama-8B+Rule", "window": "172.20.0.152|139900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.152|139900|c|Llama-8B+Rule", "window": "172.20.0.152|139900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.152|139900|b|Qwen-14B+LLM", "window": "172.20.0.152|139900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|139900|c|Qwen-14B+LLM", "window": "172.20.0.152|139900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|163300|a|-", "window": "172.20.0.101|163300", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163300|b|Llama-8B+Rule", "window": "172.20.0.101|163300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163300|c|Llama-8B+Rule", "window": "172.20.0.101|163300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163300|b|Qwen-14B+LLM", "window": "172.20.0.101|163300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163300|c|Qwen-14B+LLM", "window": "172.20.0.101|163300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|100500|a|-", "window": "172.20.0.100|100500", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|100500|b|Llama-8B+Rule", "window": "172.20.0.100|100500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|100500|c|Llama-8B+Rule", "window": "172.20.0.100|100500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|100500|b|Qwen-14B+LLM", "window": "172.20.0.100|100500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|100500|c|Qwen-14B+LLM", "window": "172.20.0.100|100500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|205100|a|-", "window": "172.20.0.155|205100", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|205100|b|Llama-8B+Rule", "window": "172.20.0.155|205100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|205100|c|Llama-8B+Rule", "window": "172.20.0.155|205100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|205100|b|Qwen-14B+LLM", "window": "172.20.0.155|205100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|205100|c|Qwen-14B+LLM", "window": "172.20.0.155|205100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|163500|a|-", "window": "172.20.0.101|163500", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163500|b|Llama-8B+Rule", "window": "172.20.0.101|163500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163500|c|Llama-8B+Rule", "window": "172.20.0.101|163500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163500|b|Qwen-14B+LLM", "window": "172.20.0.101|163500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|163500|c|Qwen-14B+LLM", "window": "172.20.0.101|163500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|181900|a|-", "window": "172.20.0.200|181900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|181900|b|Llama-8B+Rule", "window": "172.20.0.200|181900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|181900|c|Llama-8B+Rule", "window": "172.20.0.200|181900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|181900|b|Qwen-14B+LLM", "window": "172.20.0.200|181900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|181900|c|Qwen-14B+LLM", "window": "172.20.0.200|181900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|259800|a|-", "window": "172.20.0.150|259800", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|259800|b|Llama-8B+Rule", "window": "172.20.0.150|259800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|259800|c|Llama-8B+Rule", "window": "172.20.0.150|259800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|259800|b|Qwen-14B+LLM", "window": "172.20.0.150|259800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|259800|c|Qwen-14B+LLM", "window": "172.20.0.150|259800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|223600|a|-", "window": "172.20.0.157|223600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|223600|b|Llama-8B+Rule", "window": "172.20.0.157|223600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|223600|c|Llama-8B+Rule", "window": "172.20.0.157|223600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|223600|b|Qwen-14B+LLM", "window": "172.20.0.157|223600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|207700|a|-", "window": "172.20.0.101|207700", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207700|b|Llama-8B+Rule", "window": "172.20.0.101|207700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207700|c|Llama-8B+Rule", "window": "172.20.0.101|207700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207700|b|Qwen-14B+LLM", "window": "172.20.0.101|207700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207700|c|Qwen-14B+LLM", "window": "172.20.0.101|207700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|162500|a|-", "window": "172.20.0.153|162500", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|162500|b|Llama-8B+Rule", "window": "172.20.0.153|162500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|162500|c|Llama-8B+Rule", "window": "172.20.0.153|162500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|162500|b|Qwen-14B+LLM", "window": "172.20.0.153|162500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|180300|a|-", "window": "172.20.0.152|180300", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180300|b|Llama-8B+Rule", "window": "172.20.0.152|180300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180300|c|Llama-8B+Rule", "window": "172.20.0.152|180300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180300|b|Qwen-14B+LLM", "window": "172.20.0.152|180300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180300|c|Qwen-14B+LLM", "window": "172.20.0.152|180300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50400|a|-", "window": "172.20.0.100|50400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|50400|b|Llama-8B+Rule", "window": "172.20.0.100|50400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|50400|c|Llama-8B+Rule", "window": "172.20.0.100|50400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|50400|b|Qwen-14B+LLM", "window": "172.20.0.100|50400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50400|c|Qwen-14B+LLM", "window": "172.20.0.100|50400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|128900|a|-", "window": "172.20.0.151|128900", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|128900|b|Llama-8B+Rule", "window": "172.20.0.151|128900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|128900|c|Llama-8B+Rule", "window": "172.20.0.151|128900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|128900|b|Qwen-14B+LLM", "window": "172.20.0.151|128900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|128900|c|Qwen-14B+LLM", "window": "172.20.0.151|128900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|216600|a|-", "window": "172.20.0.158|216600", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216600|b|Llama-8B+Rule", "window": "172.20.0.158|216600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216600|c|Llama-8B+Rule", "window": "172.20.0.158|216600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216600|b|Qwen-14B+LLM", "window": "172.20.0.158|216600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216600|c|Qwen-14B+LLM", "window": "172.20.0.158|216600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|62200|a|-", "window": "172.20.0.153|62200", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62200|b|Llama-8B+Rule", "window": "172.20.0.153|62200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62200|c|Llama-8B+Rule", "window": "172.20.0.153|62200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62200|b|Qwen-14B+LLM", "window": "172.20.0.153|62200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62200|c|Qwen-14B+LLM", "window": "172.20.0.153|62200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|67100|a|-", "window": "172.20.0.158|67100", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|67100|b|Llama-8B+Rule", "window": "172.20.0.158|67100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|67100|c|Llama-8B+Rule", "window": "172.20.0.158|67100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|67100|b|Qwen-14B+LLM", "window": "172.20.0.158|67100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|237700|a|-", "window": "172.20.0.151|237700", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|237700|b|Llama-8B+Rule", "window": "172.20.0.151|237700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|237700|c|Llama-8B+Rule", "window": "172.20.0.151|237700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|237700|b|Qwen-14B+LLM", "window": "172.20.0.151|237700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|237700|c|Qwen-14B+LLM", "window": "172.20.0.151|237700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|228200|a|-", "window": "172.20.0.153|228200", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|228200|b|Llama-8B+Rule", "window": "172.20.0.153|228200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|228200|c|Llama-8B+Rule", "window": "172.20.0.153|228200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|228200|b|Qwen-14B+LLM", "window": "172.20.0.153|228200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|228200|c|Qwen-14B+LLM", "window": "172.20.0.153|228200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|86700|a|-", "window": "172.20.0.200|86700", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|86700|b|Llama-8B+Rule", "window": "172.20.0.200|86700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|86700|c|Llama-8B+Rule", "window": "172.20.0.200|86700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|86700|b|Qwen-14B+LLM", "window": "172.20.0.200|86700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|86700|c|Qwen-14B+LLM", "window": "172.20.0.200|86700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|262400|a|-", "window": "172.20.0.100|262400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|262400|b|Llama-8B+Rule", "window": "172.20.0.100|262400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|262400|c|Llama-8B+Rule", "window": "172.20.0.100|262400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|262400|b|Qwen-14B+LLM", "window": "172.20.0.100|262400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|262400|c|Qwen-14B+LLM", "window": "172.20.0.100|262400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|104500|a|-", "window": "172.20.0.151|104500", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104500|b|Llama-8B+Rule", "window": "172.20.0.151|104500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104500|c|Llama-8B+Rule", "window": "172.20.0.151|104500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104500|b|Qwen-14B+LLM", "window": "172.20.0.151|104500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104500|c|Qwen-14B+LLM", "window": "172.20.0.151|104500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|30200|a|-", "window": "172.20.0.152|30200", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|30200|b|Llama-8B+Rule", "window": "172.20.0.152|30200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|30200|c|Llama-8B+Rule", "window": "172.20.0.152|30200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|30200|b|Qwen-14B+LLM", "window": "172.20.0.152|30200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|30200|c|Qwen-14B+LLM", "window": "172.20.0.152|30200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|204700|a|-", "window": "172.20.0.156|204700", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|204700|b|Llama-8B+Rule", "window": "172.20.0.156|204700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|204700|c|Llama-8B+Rule", "window": "172.20.0.156|204700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|204700|b|Qwen-14B+LLM", "window": "172.20.0.156|204700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|126500|a|-", "window": "172.20.0.155|126500", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|126500|b|Llama-8B+Rule", "window": "172.20.0.155|126500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|126500|c|Llama-8B+Rule", "window": "172.20.0.155|126500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|126500|b|Qwen-14B+LLM", "window": "172.20.0.155|126500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|44500|a|-", "window": "172.20.0.155|44500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|44500|b|Llama-8B+Rule", "window": "172.20.0.155|44500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|44500|c|Llama-8B+Rule", "window": "172.20.0.155|44500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|44500|b|Qwen-14B+LLM", "window": "172.20.0.155|44500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|44500|c|Qwen-14B+LLM", "window": "172.20.0.155|44500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|166700|a|-", "window": "172.20.0.200|166700", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|166700|b|Llama-8B+Rule", "window": "172.20.0.200|166700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.200|166700|c|Llama-8B+Rule", "window": "172.20.0.200|166700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|166700|b|Qwen-14B+LLM", "window": "172.20.0.200|166700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|166700|c|Qwen-14B+LLM", "window": "172.20.0.200|166700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|180600|a|-", "window": "172.20.0.200|180600", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|180600|b|Llama-8B+Rule", "window": "172.20.0.200|180600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|180600|c|Llama-8B+Rule", "window": "172.20.0.200|180600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|180600|b|Qwen-14B+LLM", "window": "172.20.0.200|180600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|180600|c|Qwen-14B+LLM", "window": "172.20.0.200|180600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161200|a|-", "window": "172.20.0.158|161200", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161200|b|Llama-8B+Rule", "window": "172.20.0.158|161200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161200|c|Llama-8B+Rule", "window": "172.20.0.158|161200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161200|b|Qwen-14B+LLM", "window": "172.20.0.158|161200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161200|c|Qwen-14B+LLM", "window": "172.20.0.158|161200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|88700|a|-", "window": "172.20.0.151|88700", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88700|b|Llama-8B+Rule", "window": "172.20.0.151|88700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88700|c|Llama-8B+Rule", "window": "172.20.0.151|88700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88700|b|Qwen-14B+LLM", "window": "172.20.0.151|88700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88700|c|Qwen-14B+LLM", "window": "172.20.0.151|88700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|68300|a|-", "window": "172.20.0.151|68300", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|68300|b|Llama-8B+Rule", "window": "172.20.0.151|68300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|68300|c|Llama-8B+Rule", "window": "172.20.0.151|68300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|68300|b|Qwen-14B+LLM", "window": "172.20.0.151|68300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|68300|c|Qwen-14B+LLM", "window": "172.20.0.151|68300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|171000|a|-", "window": "172.20.0.150|171000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|171000|b|Llama-8B+Rule", "window": "172.20.0.150|171000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171000|c|Llama-8B+Rule", "window": "172.20.0.150|171000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171000|b|Qwen-14B+LLM", "window": "172.20.0.150|171000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171000|c|Qwen-14B+LLM", "window": "172.20.0.150|171000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|119600|a|-", "window": "172.20.0.100|119600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|119600|b|Llama-8B+Rule", "window": "172.20.0.100|119600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|119600|c|Llama-8B+Rule", "window": "172.20.0.100|119600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|119600|b|Qwen-14B+LLM", "window": "172.20.0.100|119600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|119600|c|Qwen-14B+LLM", "window": "172.20.0.100|119600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|151900|a|-", "window": "172.20.0.152|151900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|151900|b|Llama-8B+Rule", "window": "172.20.0.152|151900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|151900|c|Llama-8B+Rule", "window": "172.20.0.152|151900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|151900|b|Qwen-14B+LLM", "window": "172.20.0.152|151900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|151900|c|Qwen-14B+LLM", "window": "172.20.0.152|151900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|248000|a|-", "window": "172.20.0.150|248000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|248000|b|Llama-8B+Rule", "window": "172.20.0.150|248000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|248000|c|Llama-8B+Rule", "window": "172.20.0.150|248000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|248000|b|Qwen-14B+LLM", "window": "172.20.0.150|248000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|262800|a|-", "window": "172.20.0.150|262800", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|262800|b|Llama-8B+Rule", "window": "172.20.0.150|262800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|262800|c|Llama-8B+Rule", "window": "172.20.0.150|262800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|262800|b|Qwen-14B+LLM", "window": "172.20.0.150|262800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|262800|c|Qwen-14B+LLM", "window": "172.20.0.150|262800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|122600|a|-", "window": "172.20.0.153|122600", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.153|122600|b|Llama-8B+Rule", "window": "172.20.0.153|122600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|122600|c|Llama-8B+Rule", "window": "172.20.0.153|122600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|122600|b|Qwen-14B+LLM", "window": "172.20.0.153|122600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.153|122600|c|Qwen-14B+LLM", "window": "172.20.0.153|122600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.155|73700|a|-", "window": "172.20.0.155|73700", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73700|b|Llama-8B+Rule", "window": "172.20.0.155|73700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73700|c|Llama-8B+Rule", "window": "172.20.0.155|73700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73700|b|Qwen-14B+LLM", "window": "172.20.0.155|73700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73700|c|Qwen-14B+LLM", "window": "172.20.0.155|73700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|140900|a|-", "window": "172.20.0.154|140900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|140900|b|Llama-8B+Rule", "window": "172.20.0.154|140900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|140900|c|Llama-8B+Rule", "window": "172.20.0.154|140900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|140900|b|Qwen-14B+LLM", "window": "172.20.0.154|140900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|140900|c|Qwen-14B+LLM", "window": "172.20.0.154|140900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|11300|a|-", "window": "172.20.0.200|11300", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|11300|b|Llama-8B+Rule", "window": "172.20.0.200|11300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|11300|c|Llama-8B+Rule", "window": "172.20.0.200|11300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|11300|b|Qwen-14B+LLM", "window": "172.20.0.200|11300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|11300|c|Qwen-14B+LLM", "window": "172.20.0.200|11300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|241900|a|-", "window": "172.20.0.154|241900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241900|b|Llama-8B+Rule", "window": "172.20.0.154|241900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241900|c|Llama-8B+Rule", "window": "172.20.0.154|241900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241900|b|Qwen-14B+LLM", "window": "172.20.0.154|241900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241900|c|Qwen-14B+LLM", "window": "172.20.0.154|241900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38600|a|-", "window": "172.20.0.156|38600", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38600|b|Llama-8B+Rule", "window": "172.20.0.156|38600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38600|c|Llama-8B+Rule", "window": "172.20.0.156|38600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38600|b|Qwen-14B+LLM", "window": "172.20.0.156|38600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38600|c|Qwen-14B+LLM", "window": "172.20.0.156|38600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|81500|a|-", "window": "172.20.0.150|81500", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|81500|b|Llama-8B+Rule", "window": "172.20.0.150|81500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.150|81500|c|Llama-8B+Rule", "window": "172.20.0.150|81500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|81500|b|Qwen-14B+LLM", "window": "172.20.0.150|81500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|81500|c|Qwen-14B+LLM", "window": "172.20.0.150|81500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110100|a|-", "window": "172.20.0.101|110100", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|110100|b|Llama-8B+Rule", "window": "172.20.0.101|110100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110100|c|Llama-8B+Rule", "window": "172.20.0.101|110100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110100|b|Qwen-14B+LLM", "window": "172.20.0.101|110100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110100|c|Qwen-14B+LLM", "window": "172.20.0.101|110100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|117300|a|-", "window": "172.20.0.153|117300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117300|b|Llama-8B+Rule", "window": "172.20.0.153|117300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117300|c|Llama-8B+Rule", "window": "172.20.0.153|117300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117300|b|Qwen-14B+LLM", "window": "172.20.0.153|117300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117300|c|Qwen-14B+LLM", "window": "172.20.0.153|117300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6400|a|-", "window": "172.20.0.101|6400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6400|b|Llama-8B+Rule", "window": "172.20.0.101|6400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6400|c|Llama-8B+Rule", "window": "172.20.0.101|6400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6400|b|Qwen-14B+LLM", "window": "172.20.0.101|6400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|6400|c|Qwen-14B+LLM", "window": "172.20.0.101|6400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|153300|a|-", "window": "172.20.0.154|153300", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|153300|b|Llama-8B+Rule", "window": "172.20.0.154|153300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|153300|c|Llama-8B+Rule", "window": "172.20.0.154|153300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|153300|b|Qwen-14B+LLM", "window": "172.20.0.154|153300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|153300|c|Qwen-14B+LLM", "window": "172.20.0.154|153300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|45300|a|-", "window": "172.20.0.152|45300", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|45300|b|Llama-8B+Rule", "window": "172.20.0.152|45300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|45300|c|Llama-8B+Rule", "window": "172.20.0.152|45300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|45300|b|Qwen-14B+LLM", "window": "172.20.0.152|45300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|45300|c|Qwen-14B+LLM", "window": "172.20.0.152|45300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235000|a|-", "window": "172.20.0.150|235000", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235000|b|Llama-8B+Rule", "window": "172.20.0.150|235000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235000|c|Llama-8B+Rule", "window": "172.20.0.150|235000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235000|b|Qwen-14B+LLM", "window": "172.20.0.150|235000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235000|c|Qwen-14B+LLM", "window": "172.20.0.150|235000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|178600|a|-", "window": "172.20.0.156|178600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|178600|b|Llama-8B+Rule", "window": "172.20.0.156|178600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178600|c|Llama-8B+Rule", "window": "172.20.0.156|178600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178600|b|Qwen-14B+LLM", "window": "172.20.0.156|178600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|175800|a|-", "window": "172.20.0.156|175800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175800|b|Llama-8B+Rule", "window": "172.20.0.156|175800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175800|c|Llama-8B+Rule", "window": "172.20.0.156|175800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175800|b|Qwen-14B+LLM", "window": "172.20.0.156|175800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|175800|c|Qwen-14B+LLM", "window": "172.20.0.156|175800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|88300|a|-", "window": "172.20.0.151|88300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88300|b|Llama-8B+Rule", "window": "172.20.0.151|88300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88300|c|Llama-8B+Rule", "window": "172.20.0.151|88300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88300|b|Qwen-14B+LLM", "window": "172.20.0.151|88300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|88300|c|Qwen-14B+LLM", "window": "172.20.0.151|88300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|23500|a|-", "window": "172.20.0.100|23500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|23500|b|Llama-8B+Rule", "window": "172.20.0.100|23500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|23500|c|Llama-8B+Rule", "window": "172.20.0.100|23500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|23500|b|Qwen-14B+LLM", "window": "172.20.0.100|23500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|23500|c|Qwen-14B+LLM", "window": "172.20.0.100|23500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|148700|a|-", "window": "172.20.0.100|148700", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|148700|b|Llama-8B+Rule", "window": "172.20.0.100|148700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|148700|c|Llama-8B+Rule", "window": "172.20.0.100|148700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|148700|b|Qwen-14B+LLM", "window": "172.20.0.100|148700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|148700|c|Qwen-14B+LLM", "window": "172.20.0.100|148700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|61400|a|-", "window": "172.20.0.157|61400", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|61400|b|Llama-8B+Rule", "window": "172.20.0.157|61400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.157|61400|c|Llama-8B+Rule", "window": "172.20.0.157|61400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|61400|b|Qwen-14B+LLM", "window": "172.20.0.157|61400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|61400|c|Qwen-14B+LLM", "window": "172.20.0.157|61400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107900|a|-", "window": "172.20.0.154|107900", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107900|b|Llama-8B+Rule", "window": "172.20.0.154|107900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|107900|c|Llama-8B+Rule", "window": "172.20.0.154|107900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107900|b|Qwen-14B+LLM", "window": "172.20.0.154|107900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107900|c|Qwen-14B+LLM", "window": "172.20.0.154|107900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|188900|a|-", "window": "172.20.0.101|188900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188900|b|Llama-8B+Rule", "window": "172.20.0.101|188900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|188900|c|Llama-8B+Rule", "window": "172.20.0.101|188900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188900|b|Qwen-14B+LLM", "window": "172.20.0.101|188900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.101|188900|c|Qwen-14B+LLM", "window": "172.20.0.101|188900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|194900|a|-", "window": "172.20.0.154|194900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|194900|b|Llama-8B+Rule", "window": "172.20.0.154|194900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|194900|c|Llama-8B+Rule", "window": "172.20.0.154|194900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|194900|b|Qwen-14B+LLM", "window": "172.20.0.154|194900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|194900|c|Qwen-14B+LLM", "window": "172.20.0.154|194900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|66000|a|-", "window": "172.20.0.157|66000", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|66000|b|Llama-8B+Rule", "window": "172.20.0.157|66000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|66000|c|Llama-8B+Rule", "window": "172.20.0.157|66000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|66000|b|Qwen-14B+LLM", "window": "172.20.0.157|66000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|66000|c|Qwen-14B+LLM", "window": "172.20.0.157|66000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|135900|a|-", "window": "172.20.0.153|135900", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|135900|b|Llama-8B+Rule", "window": "172.20.0.153|135900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|135900|c|Llama-8B+Rule", "window": "172.20.0.153|135900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|135900|b|Qwen-14B+LLM", "window": "172.20.0.153|135900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|135900|c|Qwen-14B+LLM", "window": "172.20.0.153|135900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|171600|a|-", "window": "172.20.0.150|171600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|171600|b|Llama-8B+Rule", "window": "172.20.0.150|171600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171600|c|Llama-8B+Rule", "window": "172.20.0.150|171600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171600|b|Qwen-14B+LLM", "window": "172.20.0.150|171600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|171600|c|Qwen-14B+LLM", "window": "172.20.0.150|171600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|18700|a|-", "window": "172.20.0.155|18700", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18700|b|Llama-8B+Rule", "window": "172.20.0.155|18700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18700|c|Llama-8B+Rule", "window": "172.20.0.155|18700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18700|b|Qwen-14B+LLM", "window": "172.20.0.155|18700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|18700|c|Qwen-14B+LLM", "window": "172.20.0.155|18700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|33900|a|-", "window": "172.20.0.155|33900", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|33900|b|Llama-8B+Rule", "window": "172.20.0.155|33900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|33900|c|Llama-8B+Rule", "window": "172.20.0.155|33900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|33900|b|Qwen-14B+LLM", "window": "172.20.0.155|33900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|33900|c|Qwen-14B+LLM", "window": "172.20.0.155|33900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|202300|a|-", "window": "172.20.0.156|202300", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|202300|b|Llama-8B+Rule", "window": "172.20.0.156|202300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.156|202300|c|Llama-8B+Rule", "window": "172.20.0.156|202300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|202300|b|Qwen-14B+LLM", "window": "172.20.0.156|202300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|202300|c|Qwen-14B+LLM", "window": "172.20.0.156|202300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|222000|a|-", "window": "172.20.0.155|222000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|222000|b|Llama-8B+Rule", "window": "172.20.0.155|222000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|222000|c|Llama-8B+Rule", "window": "172.20.0.155|222000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|222000|b|Qwen-14B+LLM", "window": "172.20.0.155|222000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|100800|a|-", "window": "172.20.0.100|100800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|100800|b|Llama-8B+Rule", "window": "172.20.0.100|100800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|100800|c|Llama-8B+Rule", "window": "172.20.0.100|100800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|100800|b|Qwen-14B+LLM", "window": "172.20.0.100|100800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|100800|c|Qwen-14B+LLM", "window": "172.20.0.100|100800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|231600|a|-", "window": "172.20.0.150|231600", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|231600|b|Llama-8B+Rule", "window": "172.20.0.150|231600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|231600|c|Llama-8B+Rule", "window": "172.20.0.150|231600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|231600|b|Qwen-14B+LLM", "window": "172.20.0.150|231600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|231600|c|Qwen-14B+LLM", "window": "172.20.0.150|231600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|146600|a|-", "window": "172.20.0.200|146600", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146600|b|Llama-8B+Rule", "window": "172.20.0.200|146600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146600|c|Llama-8B+Rule", "window": "172.20.0.200|146600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146600|b|Qwen-14B+LLM", "window": "172.20.0.200|146600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146600|c|Qwen-14B+LLM", "window": "172.20.0.200|146600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28900|a|-", "window": "172.20.0.101|28900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|28900|b|Llama-8B+Rule", "window": "172.20.0.101|28900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28900|c|Llama-8B+Rule", "window": "172.20.0.101|28900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28900|b|Qwen-14B+LLM", "window": "172.20.0.101|28900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28900|c|Qwen-14B+LLM", "window": "172.20.0.101|28900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|150700|a|-", "window": "172.20.0.152|150700", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|150700|b|Llama-8B+Rule", "window": "172.20.0.152|150700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|150700|c|Llama-8B+Rule", "window": "172.20.0.152|150700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|150700|b|Qwen-14B+LLM", "window": "172.20.0.152|150700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|34800|a|-", "window": "172.20.0.156|34800", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|34800|b|Llama-8B+Rule", "window": "172.20.0.156|34800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|34800|c|Llama-8B+Rule", "window": "172.20.0.156|34800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|34800|b|Qwen-14B+LLM", "window": "172.20.0.156|34800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|34800|c|Qwen-14B+LLM", "window": "172.20.0.156|34800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|154100|a|-", "window": "172.20.0.158|154100", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|154100|b|Llama-8B+Rule", "window": "172.20.0.158|154100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|154100|c|Llama-8B+Rule", "window": "172.20.0.158|154100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|154100|b|Qwen-14B+LLM", "window": "172.20.0.158|154100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|122400|a|-", "window": "172.20.0.153|122400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|122400|b|Llama-8B+Rule", "window": "172.20.0.153|122400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|122400|c|Llama-8B+Rule", "window": "172.20.0.153|122400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|122400|b|Qwen-14B+LLM", "window": "172.20.0.153|122400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|122400|c|Qwen-14B+LLM", "window": "172.20.0.153|122400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|12500|a|-", "window": "172.20.0.158|12500", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|12500|b|Llama-8B+Rule", "window": "172.20.0.158|12500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|12500|c|Llama-8B+Rule", "window": "172.20.0.158|12500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|12500|b|Qwen-14B+LLM", "window": "172.20.0.158|12500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|12500|c|Qwen-14B+LLM", "window": "172.20.0.158|12500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|50000|a|-", "window": "172.20.0.100|50000", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|50000|b|Llama-8B+Rule", "window": "172.20.0.100|50000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50000|c|Llama-8B+Rule", "window": "172.20.0.100|50000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50000|b|Qwen-14B+LLM", "window": "172.20.0.100|50000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50000|c|Qwen-14B+LLM", "window": "172.20.0.100|50000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|207000|a|-", "window": "172.20.0.101|207000", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207000|b|Llama-8B+Rule", "window": "172.20.0.101|207000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207000|c|Llama-8B+Rule", "window": "172.20.0.101|207000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|207000|b|Qwen-14B+LLM", "window": "172.20.0.101|207000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.101|207000|c|Qwen-14B+LLM", "window": "172.20.0.101|207000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.101|210900|a|-", "window": "172.20.0.101|210900", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|210900|b|Llama-8B+Rule", "window": "172.20.0.101|210900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|210900|c|Llama-8B+Rule", "window": "172.20.0.101|210900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|210900|b|Qwen-14B+LLM", "window": "172.20.0.101|210900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|210900|c|Qwen-14B+LLM", "window": "172.20.0.101|210900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|120600|a|-", "window": "172.20.0.151|120600", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|120600|b|Llama-8B+Rule", "window": "172.20.0.151|120600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|120600|c|Llama-8B+Rule", "window": "172.20.0.151|120600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|120600|b|Qwen-14B+LLM", "window": "172.20.0.151|120600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|120600|c|Qwen-14B+LLM", "window": "172.20.0.151|120600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|260000|a|-", "window": "172.20.0.150|260000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|260000|b|Llama-8B+Rule", "window": "172.20.0.150|260000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|260000|c|Llama-8B+Rule", "window": "172.20.0.150|260000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|260000|b|Qwen-14B+LLM", "window": "172.20.0.150|260000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|260000|c|Qwen-14B+LLM", "window": "172.20.0.150|260000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|62000|a|-", "window": "172.20.0.153|62000", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62000|b|Llama-8B+Rule", "window": "172.20.0.153|62000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62000|c|Llama-8B+Rule", "window": "172.20.0.153|62000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62000|b|Qwen-14B+LLM", "window": "172.20.0.153|62000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|1400|a|-", "window": "172.20.0.100|1400", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|1400|b|Llama-8B+Rule", "window": "172.20.0.100|1400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|1400|c|Llama-8B+Rule", "window": "172.20.0.100|1400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|1400|b|Qwen-14B+LLM", "window": "172.20.0.100|1400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|26800|a|-", "window": "172.20.0.153|26800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|26800|b|Llama-8B+Rule", "window": "172.20.0.153|26800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|26800|c|Llama-8B+Rule", "window": "172.20.0.153|26800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|26800|b|Qwen-14B+LLM", "window": "172.20.0.153|26800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|26800|c|Qwen-14B+LLM", "window": "172.20.0.153|26800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|169100|a|-", "window": "172.20.0.157|169100", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169100|b|Llama-8B+Rule", "window": "172.20.0.157|169100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169100|c|Llama-8B+Rule", "window": "172.20.0.157|169100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169100|b|Qwen-14B+LLM", "window": "172.20.0.157|169100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169100|c|Qwen-14B+LLM", "window": "172.20.0.157|169100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|53200|a|-", "window": "172.20.0.100|53200", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|53200|b|Llama-8B+Rule", "window": "172.20.0.100|53200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|53200|c|Llama-8B+Rule", "window": "172.20.0.100|53200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|53200|b|Qwen-14B+LLM", "window": "172.20.0.100|53200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|53200|c|Qwen-14B+LLM", "window": "172.20.0.100|53200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|110900|a|-", "window": "172.20.0.101|110900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|110900|b|Llama-8B+Rule", "window": "172.20.0.101|110900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|110900|c|Llama-8B+Rule", "window": "172.20.0.101|110900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|110900|b|Qwen-14B+LLM", "window": "172.20.0.101|110900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|110900|c|Qwen-14B+LLM", "window": "172.20.0.101|110900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38900|a|-", "window": "172.20.0.156|38900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38900|b|Llama-8B+Rule", "window": "172.20.0.156|38900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38900|c|Llama-8B+Rule", "window": "172.20.0.156|38900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|38900|b|Qwen-14B+LLM", "window": "172.20.0.156|38900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|69700|a|-", "window": "172.20.0.200|69700", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69700|b|Llama-8B+Rule", "window": "172.20.0.200|69700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69700|c|Llama-8B+Rule", "window": "172.20.0.200|69700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69700|b|Qwen-14B+LLM", "window": "172.20.0.200|69700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|69700|c|Qwen-14B+LLM", "window": "172.20.0.200|69700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|179100|a|-", "window": "172.20.0.156|179100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|179100|b|Llama-8B+Rule", "window": "172.20.0.156|179100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|179100|c|Llama-8B+Rule", "window": "172.20.0.156|179100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|179100|b|Qwen-14B+LLM", "window": "172.20.0.156|179100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|179100|c|Qwen-14B+LLM", "window": "172.20.0.156|179100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|133200|a|-", "window": "172.20.0.101|133200", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|133200|b|Llama-8B+Rule", "window": "172.20.0.101|133200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|133200|c|Llama-8B+Rule", "window": "172.20.0.101|133200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|133200|b|Qwen-14B+LLM", "window": "172.20.0.101|133200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|133200|c|Qwen-14B+LLM", "window": "172.20.0.101|133200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|102400|a|-", "window": "172.20.0.156|102400", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|102400|b|Llama-8B+Rule", "window": "172.20.0.156|102400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|102400|c|Llama-8B+Rule", "window": "172.20.0.156|102400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|102400|b|Qwen-14B+LLM", "window": "172.20.0.156|102400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|102400|c|Qwen-14B+LLM", "window": "172.20.0.156|102400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|50500|a|-", "window": "172.20.0.100|50500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|50500|b|Llama-8B+Rule", "window": "172.20.0.100|50500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|50500|c|Llama-8B+Rule", "window": "172.20.0.100|50500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|50500|b|Qwen-14B+LLM", "window": "172.20.0.100|50500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|50500|c|Qwen-14B+LLM", "window": "172.20.0.100|50500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|13100|a|-", "window": "172.20.0.154|13100", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|13100|b|Llama-8B+Rule", "window": "172.20.0.154|13100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|13100|c|Llama-8B+Rule", "window": "172.20.0.154|13100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|13100|b|Qwen-14B+LLM", "window": "172.20.0.154|13100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|210000|a|-", "window": "172.20.0.100|210000", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|210000|b|Llama-8B+Rule", "window": "172.20.0.100|210000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|210000|c|Llama-8B+Rule", "window": "172.20.0.100|210000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|210000|b|Qwen-14B+LLM", "window": "172.20.0.100|210000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|210000|c|Qwen-14B+LLM", "window": "172.20.0.100|210000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|88800|a|-", "window": "172.20.0.151|88800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88800|b|Llama-8B+Rule", "window": "172.20.0.151|88800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88800|c|Llama-8B+Rule", "window": "172.20.0.151|88800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88800|b|Qwen-14B+LLM", "window": "172.20.0.151|88800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|88800|c|Qwen-14B+LLM", "window": "172.20.0.151|88800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|152800|a|-", "window": "172.20.0.158|152800", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152800|b|Llama-8B+Rule", "window": "172.20.0.158|152800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152800|c|Llama-8B+Rule", "window": "172.20.0.158|152800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152800|b|Qwen-14B+LLM", "window": "172.20.0.158|152800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152800|c|Qwen-14B+LLM", "window": "172.20.0.158|152800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|218800|a|-", "window": "172.20.0.101|218800", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|218800|b|Llama-8B+Rule", "window": "172.20.0.101|218800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|218800|c|Llama-8B+Rule", "window": "172.20.0.101|218800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|218800|b|Qwen-14B+LLM", "window": "172.20.0.101|218800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|218800|c|Qwen-14B+LLM", "window": "172.20.0.101|218800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|186700|a|-", "window": "172.20.0.200|186700", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|186700|b|Llama-8B+Rule", "window": "172.20.0.200|186700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|186700|c|Llama-8B+Rule", "window": "172.20.0.200|186700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|186700|b|Qwen-14B+LLM", "window": "172.20.0.200|186700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|186700|c|Qwen-14B+LLM", "window": "172.20.0.200|186700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|228700|a|-", "window": "172.20.0.101|228700", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|228700|b|Llama-8B+Rule", "window": "172.20.0.101|228700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|228700|c|Llama-8B+Rule", "window": "172.20.0.101|228700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|228700|b|Qwen-14B+LLM", "window": "172.20.0.101|228700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|228700|c|Qwen-14B+LLM", "window": "172.20.0.101|228700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|269600|a|-", "window": "172.20.0.154|269600", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|269600|b|Llama-8B+Rule", "window": "172.20.0.154|269600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|269600|c|Llama-8B+Rule", "window": "172.20.0.154|269600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|269600|b|Qwen-14B+LLM", "window": "172.20.0.154|269600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|269600|c|Qwen-14B+LLM", "window": "172.20.0.154|269600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188500|a|-", "window": "172.20.0.101|188500", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188500|b|Llama-8B+Rule", "window": "172.20.0.101|188500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188500|c|Llama-8B+Rule", "window": "172.20.0.101|188500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188500|b|Qwen-14B+LLM", "window": "172.20.0.101|188500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188500|c|Qwen-14B+LLM", "window": "172.20.0.101|188500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|194000|a|-", "window": "172.20.0.152|194000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|194000|b|Llama-8B+Rule", "window": "172.20.0.152|194000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|194000|c|Llama-8B+Rule", "window": "172.20.0.152|194000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|194000|b|Qwen-14B+LLM", "window": "172.20.0.152|194000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|194000|c|Qwen-14B+LLM", "window": "172.20.0.152|194000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|180200|a|-", "window": "172.20.0.152|180200", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180200|b|Llama-8B+Rule", "window": "172.20.0.152|180200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180200|c|Llama-8B+Rule", "window": "172.20.0.152|180200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180200|b|Qwen-14B+LLM", "window": "172.20.0.152|180200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|180200|c|Qwen-14B+LLM", "window": "172.20.0.152|180200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|90100|a|-", "window": "172.20.0.156|90100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|90100|b|Llama-8B+Rule", "window": "172.20.0.156|90100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|90100|c|Llama-8B+Rule", "window": "172.20.0.156|90100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|90100|b|Qwen-14B+LLM", "window": "172.20.0.156|90100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|90100|c|Qwen-14B+LLM", "window": "172.20.0.156|90100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|52400|a|-", "window": "172.20.0.101|52400", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|52400|b|Llama-8B+Rule", "window": "172.20.0.101|52400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|52400|c|Llama-8B+Rule", "window": "172.20.0.101|52400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|52400|b|Qwen-14B+LLM", "window": "172.20.0.101|52400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|52400|c|Qwen-14B+LLM", "window": "172.20.0.101|52400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|264400|a|-", "window": "172.20.0.153|264400", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264400|b|Llama-8B+Rule", "window": "172.20.0.153|264400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264400|c|Llama-8B+Rule", "window": "172.20.0.153|264400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264400|b|Qwen-14B+LLM", "window": "172.20.0.153|264400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264400|c|Qwen-14B+LLM", "window": "172.20.0.153|264400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|1700|a|-", "window": "172.20.0.100|1700", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|1700|b|Llama-8B+Rule", "window": "172.20.0.100|1700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|1700|c|Llama-8B+Rule", "window": "172.20.0.100|1700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|1700|b|Qwen-14B+LLM", "window": "172.20.0.100|1700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|1700|c|Qwen-14B+LLM", "window": "172.20.0.100|1700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|195800|a|-", "window": "172.20.0.150|195800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|195800|b|Llama-8B+Rule", "window": "172.20.0.150|195800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|195800|c|Llama-8B+Rule", "window": "172.20.0.150|195800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|195800|b|Qwen-14B+LLM", "window": "172.20.0.150|195800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|195800|c|Qwen-14B+LLM", "window": "172.20.0.150|195800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|76700|a|-", "window": "172.20.0.101|76700", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|76700|b|Llama-8B+Rule", "window": "172.20.0.101|76700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|76700|c|Llama-8B+Rule", "window": "172.20.0.101|76700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|76700|b|Qwen-14B+LLM", "window": "172.20.0.101|76700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|76700|c|Qwen-14B+LLM", "window": "172.20.0.101|76700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9500|a|-", "window": "172.20.0.101|9500", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9500|b|Llama-8B+Rule", "window": "172.20.0.101|9500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9500|c|Llama-8B+Rule", "window": "172.20.0.101|9500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|9500|b|Qwen-14B+LLM", "window": "172.20.0.101|9500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|9500|c|Qwen-14B+LLM", "window": "172.20.0.101|9500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|95300|a|-", "window": "172.20.0.100|95300", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|95300|b|Llama-8B+Rule", "window": "172.20.0.100|95300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95300|c|Llama-8B+Rule", "window": "172.20.0.100|95300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95300|b|Qwen-14B+LLM", "window": "172.20.0.100|95300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95300|c|Qwen-14B+LLM", "window": "172.20.0.100|95300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|125600|a|-", "window": "172.20.0.157|125600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|125600|b|Llama-8B+Rule", "window": "172.20.0.157|125600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|125600|c|Llama-8B+Rule", "window": "172.20.0.157|125600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|125600|b|Qwen-14B+LLM", "window": "172.20.0.157|125600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|125600|c|Qwen-14B+LLM", "window": "172.20.0.157|125600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|71600|a|-", "window": "172.20.0.100|71600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71600|b|Llama-8B+Rule", "window": "172.20.0.100|71600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71600|c|Llama-8B+Rule", "window": "172.20.0.100|71600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71600|b|Qwen-14B+LLM", "window": "172.20.0.100|71600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|71600|c|Qwen-14B+LLM", "window": "172.20.0.100|71600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|6200|a|-", "window": "172.20.0.101|6200", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6200|b|Llama-8B+Rule", "window": "172.20.0.101|6200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6200|c|Llama-8B+Rule", "window": "172.20.0.101|6200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6200|b|Qwen-14B+LLM", "window": "172.20.0.101|6200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6200|c|Qwen-14B+LLM", "window": "172.20.0.101|6200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|83200|a|-", "window": "172.20.0.153|83200", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83200|b|Llama-8B+Rule", "window": "172.20.0.153|83200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83200|c|Llama-8B+Rule", "window": "172.20.0.153|83200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83200|b|Qwen-14B+LLM", "window": "172.20.0.153|83200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|229500|a|-", "window": "172.20.0.101|229500", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|229500|b|Llama-8B+Rule", "window": "172.20.0.101|229500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|229500|c|Llama-8B+Rule", "window": "172.20.0.101|229500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|229500|b|Qwen-14B+LLM", "window": "172.20.0.101|229500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|229500|c|Qwen-14B+LLM", "window": "172.20.0.101|229500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|93400|a|-", "window": "172.20.0.151|93400", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|93400|b|Llama-8B+Rule", "window": "172.20.0.151|93400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.151|93400|c|Llama-8B+Rule", "window": "172.20.0.151|93400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.151|93400|b|Qwen-14B+LLM", "window": "172.20.0.151|93400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|93400|c|Qwen-14B+LLM", "window": "172.20.0.151|93400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123100|a|-", "window": "172.20.0.152|123100", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123100|b|Llama-8B+Rule", "window": "172.20.0.152|123100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123100|c|Llama-8B+Rule", "window": "172.20.0.152|123100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123100|b|Qwen-14B+LLM", "window": "172.20.0.152|123100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38200|a|-", "window": "172.20.0.157|38200", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38200|b|Llama-8B+Rule", "window": "172.20.0.157|38200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38200|c|Llama-8B+Rule", "window": "172.20.0.157|38200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38200|b|Qwen-14B+LLM", "window": "172.20.0.157|38200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38200|c|Qwen-14B+LLM", "window": "172.20.0.157|38200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|167000|a|-", "window": "172.20.0.154|167000", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|167000|b|Llama-8B+Rule", "window": "172.20.0.154|167000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|167000|c|Llama-8B+Rule", "window": "172.20.0.154|167000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|167000|b|Qwen-14B+LLM", "window": "172.20.0.154|167000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|167000|c|Qwen-14B+LLM", "window": "172.20.0.154|167000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|91300|a|-", "window": "172.20.0.101|91300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91300|b|Llama-8B+Rule", "window": "172.20.0.101|91300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91300|c|Llama-8B+Rule", "window": "172.20.0.101|91300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91300|b|Qwen-14B+LLM", "window": "172.20.0.101|91300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91300|c|Qwen-14B+LLM", "window": "172.20.0.101|91300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|235100|a|-", "window": "172.20.0.150|235100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235100|b|Llama-8B+Rule", "window": "172.20.0.150|235100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235100|c|Llama-8B+Rule", "window": "172.20.0.150|235100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235100|b|Qwen-14B+LLM", "window": "172.20.0.150|235100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|235100|c|Qwen-14B+LLM", "window": "172.20.0.150|235100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|211300|a|-", "window": "172.20.0.152|211300", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|211300|b|Llama-8B+Rule", "window": "172.20.0.152|211300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|211300|c|Llama-8B+Rule", "window": "172.20.0.152|211300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|211300|b|Qwen-14B+LLM", "window": "172.20.0.152|211300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|211300|c|Qwen-14B+LLM", "window": "172.20.0.152|211300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|117400|a|-", "window": "172.20.0.153|117400", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117400|b|Llama-8B+Rule", "window": "172.20.0.153|117400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117400|c|Llama-8B+Rule", "window": "172.20.0.153|117400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117400|b|Qwen-14B+LLM", "window": "172.20.0.153|117400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|117400|c|Qwen-14B+LLM", "window": "172.20.0.153|117400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|175000|a|-", "window": "172.20.0.156|175000", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175000|b|Llama-8B+Rule", "window": "172.20.0.156|175000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175000|c|Llama-8B+Rule", "window": "172.20.0.156|175000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175000|b|Qwen-14B+LLM", "window": "172.20.0.156|175000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175000|c|Qwen-14B+LLM", "window": "172.20.0.156|175000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|38400|a|-", "window": "172.20.0.157|38400", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38400|b|Llama-8B+Rule", "window": "172.20.0.157|38400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38400|c|Llama-8B+Rule", "window": "172.20.0.157|38400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38400|b|Qwen-14B+LLM", "window": "172.20.0.157|38400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38400|c|Qwen-14B+LLM", "window": "172.20.0.157|38400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|256800|a|-", "window": "172.20.0.151|256800", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|256800|b|Llama-8B+Rule", "window": "172.20.0.151|256800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.151|256800|c|Llama-8B+Rule", "window": "172.20.0.151|256800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.151|256800|b|Qwen-14B+LLM", "window": "172.20.0.151|256800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|256800|c|Qwen-14B+LLM", "window": "172.20.0.151|256800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110700|a|-", "window": "172.20.0.101|110700", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|110700|b|Llama-8B+Rule", "window": "172.20.0.101|110700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|110700|c|Llama-8B+Rule", "window": "172.20.0.101|110700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|110700|b|Qwen-14B+LLM", "window": "172.20.0.101|110700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|110700|c|Qwen-14B+LLM", "window": "172.20.0.101|110700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71400|a|-", "window": "172.20.0.100|71400", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71400|b|Llama-8B+Rule", "window": "172.20.0.100|71400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71400|c|Llama-8B+Rule", "window": "172.20.0.100|71400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71400|b|Qwen-14B+LLM", "window": "172.20.0.100|71400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.100|71400|c|Qwen-14B+LLM", "window": "172.20.0.100|71400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.153|116900|a|-", "window": "172.20.0.153|116900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|116900|b|Llama-8B+Rule", "window": "172.20.0.153|116900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|116900|c|Llama-8B+Rule", "window": "172.20.0.153|116900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|116900|b|Qwen-14B+LLM", "window": "172.20.0.153|116900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|116900|c|Qwen-14B+LLM", "window": "172.20.0.153|116900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|152400|a|-", "window": "172.20.0.158|152400", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152400|b|Llama-8B+Rule", "window": "172.20.0.158|152400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152400|c|Llama-8B+Rule", "window": "172.20.0.158|152400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152400|b|Qwen-14B+LLM", "window": "172.20.0.158|152400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|152400|c|Qwen-14B+LLM", "window": "172.20.0.158|152400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|249800|a|-", "window": "172.20.0.156|249800", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|249800|b|Llama-8B+Rule", "window": "172.20.0.156|249800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|249800|c|Llama-8B+Rule", "window": "172.20.0.156|249800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|249800|b|Qwen-14B+LLM", "window": "172.20.0.156|249800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|249800|c|Qwen-14B+LLM", "window": "172.20.0.156|249800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|270800|a|-", "window": "172.20.0.157|270800", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|270800|b|Llama-8B+Rule", "window": "172.20.0.157|270800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|270800|c|Llama-8B+Rule", "window": "172.20.0.157|270800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|270800|b|Qwen-14B+LLM", "window": "172.20.0.157|270800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|270800|c|Qwen-14B+LLM", "window": "172.20.0.157|270800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|221400|a|-", "window": "172.20.0.155|221400", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|221400|b|Llama-8B+Rule", "window": "172.20.0.155|221400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|221400|c|Llama-8B+Rule", "window": "172.20.0.155|221400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|221400|b|Qwen-14B+LLM", "window": "172.20.0.155|221400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|221400|c|Qwen-14B+LLM", "window": "172.20.0.155|221400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|167700|a|-", "window": "172.20.0.158|167700", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|167700|b|Llama-8B+Rule", "window": "172.20.0.158|167700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|167700|c|Llama-8B+Rule", "window": "172.20.0.158|167700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|167700|b|Qwen-14B+LLM", "window": "172.20.0.158|167700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|167700|c|Qwen-14B+LLM", "window": "172.20.0.158|167700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|229600|a|-", "window": "172.20.0.151|229600", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|229600|b|Llama-8B+Rule", "window": "172.20.0.151|229600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|229600|c|Llama-8B+Rule", "window": "172.20.0.151|229600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|229600|b|Qwen-14B+LLM", "window": "172.20.0.151|229600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|229600|c|Qwen-14B+LLM", "window": "172.20.0.151|229600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|112900|a|-", "window": "172.20.0.200|112900", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|112900|b|Llama-8B+Rule", "window": "172.20.0.200|112900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|112900|c|Llama-8B+Rule", "window": "172.20.0.200|112900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|112900|b|Qwen-14B+LLM", "window": "172.20.0.200|112900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|186400|a|-", "window": "172.20.0.200|186400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|186400|b|Llama-8B+Rule", "window": "172.20.0.200|186400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|186400|c|Llama-8B+Rule", "window": "172.20.0.200|186400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|186400|b|Qwen-14B+LLM", "window": "172.20.0.200|186400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|186400|c|Qwen-14B+LLM", "window": "172.20.0.200|186400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|182000|a|-", "window": "172.20.0.200|182000", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|182000|b|Llama-8B+Rule", "window": "172.20.0.200|182000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|182000|c|Llama-8B+Rule", "window": "172.20.0.200|182000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|182000|b|Qwen-14B+LLM", "window": "172.20.0.200|182000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|182000|c|Qwen-14B+LLM", "window": "172.20.0.200|182000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|104900|a|-", "window": "172.20.0.151|104900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104900|b|Llama-8B+Rule", "window": "172.20.0.151|104900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104900|c|Llama-8B+Rule", "window": "172.20.0.151|104900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104900|b|Qwen-14B+LLM", "window": "172.20.0.151|104900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|104900|c|Qwen-14B+LLM", "window": "172.20.0.151|104900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|123900|a|-", "window": "172.20.0.100|123900", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|123900|b|Llama-8B+Rule", "window": "172.20.0.100|123900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|123900|c|Llama-8B+Rule", "window": "172.20.0.100|123900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.100|123900|b|Qwen-14B+LLM", "window": "172.20.0.100|123900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|123900|c|Qwen-14B+LLM", "window": "172.20.0.100|123900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|126200|a|-", "window": "172.20.0.157|126200", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|126200|b|Llama-8B+Rule", "window": "172.20.0.157|126200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|126200|c|Llama-8B+Rule", "window": "172.20.0.157|126200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|126200|b|Qwen-14B+LLM", "window": "172.20.0.157|126200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|110300|a|-", "window": "172.20.0.101|110300", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|110300|b|Llama-8B+Rule", "window": "172.20.0.101|110300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110300|c|Llama-8B+Rule", "window": "172.20.0.101|110300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110300|b|Qwen-14B+LLM", "window": "172.20.0.101|110300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|110300|c|Qwen-14B+LLM", "window": "172.20.0.101|110300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|105000|a|-", "window": "172.20.0.151|105000", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|105000|b|Llama-8B+Rule", "window": "172.20.0.151|105000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|105000|c|Llama-8B+Rule", "window": "172.20.0.151|105000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|105000|b|Qwen-14B+LLM", "window": "172.20.0.151|105000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|105000|c|Qwen-14B+LLM", "window": "172.20.0.151|105000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|208800|a|-", "window": "172.20.0.100|208800", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|208800|b|Llama-8B+Rule", "window": "172.20.0.100|208800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|208800|c|Llama-8B+Rule", "window": "172.20.0.100|208800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|208800|b|Qwen-14B+LLM", "window": "172.20.0.100|208800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|208800|c|Qwen-14B+LLM", "window": "172.20.0.100|208800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266400|a|-", "window": "172.20.0.154|266400", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266400|b|Llama-8B+Rule", "window": "172.20.0.154|266400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266400|c|Llama-8B+Rule", "window": "172.20.0.154|266400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266400|b|Qwen-14B+LLM", "window": "172.20.0.154|266400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266400|c|Qwen-14B+LLM", "window": "172.20.0.154|266400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|193400|a|-", "window": "172.20.0.152|193400", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|193400|b|Llama-8B+Rule", "window": "172.20.0.152|193400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|193400|c|Llama-8B+Rule", "window": "172.20.0.152|193400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|193400|b|Qwen-14B+LLM", "window": "172.20.0.152|193400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|23100|a|-", "window": "172.20.0.150|23100", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|23100|b|Llama-8B+Rule", "window": "172.20.0.150|23100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|23100|c|Llama-8B+Rule", "window": "172.20.0.150|23100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|23100|b|Qwen-14B+LLM", "window": "172.20.0.150|23100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|23100|c|Qwen-14B+LLM", "window": "172.20.0.150|23100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|67600|a|-", "window": "172.20.0.151|67600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|67600|b|Llama-8B+Rule", "window": "172.20.0.151|67600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|67600|c|Llama-8B+Rule", "window": "172.20.0.151|67600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|67600|b|Qwen-14B+LLM", "window": "172.20.0.151|67600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|67600|c|Qwen-14B+LLM", "window": "172.20.0.151|67600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|8800|a|-", "window": "172.20.0.101|8800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|8800|b|Llama-8B+Rule", "window": "172.20.0.101|8800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|8800|c|Llama-8B+Rule", "window": "172.20.0.101|8800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|8800|b|Qwen-14B+LLM", "window": "172.20.0.101|8800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|8800|c|Qwen-14B+LLM", "window": "172.20.0.101|8800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|174100|a|-", "window": "172.20.0.157|174100", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|174100|b|Llama-8B+Rule", "window": "172.20.0.157|174100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|174100|c|Llama-8B+Rule", "window": "172.20.0.157|174100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|174100|b|Qwen-14B+LLM", "window": "172.20.0.157|174100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|174100|c|Qwen-14B+LLM", "window": "172.20.0.157|174100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|226000|a|-", "window": "172.20.0.150|226000", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|226000|b|Llama-8B+Rule", "window": "172.20.0.150|226000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|226000|c|Llama-8B+Rule", "window": "172.20.0.150|226000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|226000|b|Qwen-14B+LLM", "window": "172.20.0.150|226000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|226000|c|Qwen-14B+LLM", "window": "172.20.0.150|226000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|40400|a|-", "window": "172.20.0.157|40400", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40400|b|Llama-8B+Rule", "window": "172.20.0.157|40400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40400|c|Llama-8B+Rule", "window": "172.20.0.157|40400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40400|b|Qwen-14B+LLM", "window": "172.20.0.157|40400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40400|c|Qwen-14B+LLM", "window": "172.20.0.157|40400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|265900|a|-", "window": "172.20.0.154|265900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|265900|b|Llama-8B+Rule", "window": "172.20.0.154|265900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|265900|c|Llama-8B+Rule", "window": "172.20.0.154|265900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|265900|b|Qwen-14B+LLM", "window": "172.20.0.154|265900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|265900|c|Qwen-14B+LLM", "window": "172.20.0.154|265900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|168500|a|-", "window": "172.20.0.157|168500", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|168500|b|Llama-8B+Rule", "window": "172.20.0.157|168500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|168500|c|Llama-8B+Rule", "window": "172.20.0.157|168500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|168500|b|Qwen-14B+LLM", "window": "172.20.0.157|168500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|168500|c|Qwen-14B+LLM", "window": "172.20.0.157|168500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|188300|a|-", "window": "172.20.0.101|188300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188300|b|Llama-8B+Rule", "window": "172.20.0.101|188300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188300|c|Llama-8B+Rule", "window": "172.20.0.101|188300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188300|b|Qwen-14B+LLM", "window": "172.20.0.101|188300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|188300|c|Qwen-14B+LLM", "window": "172.20.0.101|188300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.200|113100|a|-", "window": "172.20.0.200|113100", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|113100|b|Llama-8B+Rule", "window": "172.20.0.200|113100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|113100|c|Llama-8B+Rule", "window": "172.20.0.200|113100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|113100|b|Qwen-14B+LLM", "window": "172.20.0.200|113100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|113100|c|Qwen-14B+LLM", "window": "172.20.0.200|113100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|263000|a|-", "window": "172.20.0.150|263000", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|263000|b|Llama-8B+Rule", "window": "172.20.0.150|263000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|263000|c|Llama-8B+Rule", "window": "172.20.0.150|263000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|263000|b|Qwen-14B+LLM", "window": "172.20.0.150|263000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|158900|a|-", "window": "172.20.0.155|158900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|158900|b|Llama-8B+Rule", "window": "172.20.0.155|158900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|158900|c|Llama-8B+Rule", "window": "172.20.0.155|158900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|158900|b|Qwen-14B+LLM", "window": "172.20.0.155|158900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|158900|c|Qwen-14B+LLM", "window": "172.20.0.155|158900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59500|a|-", "window": "172.20.0.156|59500", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59500|b|Llama-8B+Rule", "window": "172.20.0.156|59500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59500|c|Llama-8B+Rule", "window": "172.20.0.156|59500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59500|b|Qwen-14B+LLM", "window": "172.20.0.156|59500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59500|c|Qwen-14B+LLM", "window": "172.20.0.156|59500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266200|a|-", "window": "172.20.0.154|266200", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266200|b|Llama-8B+Rule", "window": "172.20.0.154|266200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266200|c|Llama-8B+Rule", "window": "172.20.0.154|266200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266200|b|Qwen-14B+LLM", "window": "172.20.0.154|266200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|266200|c|Qwen-14B+LLM", "window": "172.20.0.154|266200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83300|a|-", "window": "172.20.0.153|83300", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83300|b|Llama-8B+Rule", "window": "172.20.0.153|83300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83300|c|Llama-8B+Rule", "window": "172.20.0.153|83300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83300|b|Qwen-14B+LLM", "window": "172.20.0.153|83300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|83300|c|Qwen-14B+LLM", "window": "172.20.0.153|83300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|162400|a|-", "window": "172.20.0.153|162400", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|162400|b|Llama-8B+Rule", "window": "172.20.0.153|162400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|162400|c|Llama-8B+Rule", "window": "172.20.0.153|162400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|162400|b|Qwen-14B+LLM", "window": "172.20.0.153|162400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|108000|a|-", "window": "172.20.0.154|108000", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|108000|b|Llama-8B+Rule", "window": "172.20.0.154|108000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|108000|c|Llama-8B+Rule", "window": "172.20.0.154|108000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|108000|b|Qwen-14B+LLM", "window": "172.20.0.154|108000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|108000|c|Qwen-14B+LLM", "window": "172.20.0.154|108000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|89300|a|-", "window": "172.20.0.151|89300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89300|b|Llama-8B+Rule", "window": "172.20.0.151|89300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89300|c|Llama-8B+Rule", "window": "172.20.0.151|89300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89300|b|Qwen-14B+LLM", "window": "172.20.0.151|89300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|89300|c|Qwen-14B+LLM", "window": "172.20.0.151|89300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|91600|a|-", "window": "172.20.0.101|91600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91600|b|Llama-8B+Rule", "window": "172.20.0.101|91600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91600|c|Llama-8B+Rule", "window": "172.20.0.101|91600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91600|b|Qwen-14B+LLM", "window": "172.20.0.101|91600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91600|c|Qwen-14B+LLM", "window": "172.20.0.101|91600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|147800|a|-", "window": "172.20.0.156|147800", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147800|b|Llama-8B+Rule", "window": "172.20.0.156|147800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147800|c|Llama-8B+Rule", "window": "172.20.0.156|147800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147800|b|Qwen-14B+LLM", "window": "172.20.0.156|147800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147800|c|Qwen-14B+LLM", "window": "172.20.0.156|147800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|185700|a|-", "window": "172.20.0.155|185700", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|185700|b|Llama-8B+Rule", "window": "172.20.0.155|185700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|185700|c|Llama-8B+Rule", "window": "172.20.0.155|185700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|185700|b|Qwen-14B+LLM", "window": "172.20.0.155|185700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|185700|c|Qwen-14B+LLM", "window": "172.20.0.155|185700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|63800|a|-", "window": "172.20.0.100|63800", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|63800|b|Llama-8B+Rule", "window": "172.20.0.100|63800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|63800|c|Llama-8B+Rule", "window": "172.20.0.100|63800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|63800|b|Qwen-14B+LLM", "window": "172.20.0.100|63800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|38100|a|-", "window": "172.20.0.157|38100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38100|b|Llama-8B+Rule", "window": "172.20.0.157|38100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38100|c|Llama-8B+Rule", "window": "172.20.0.157|38100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38100|b|Qwen-14B+LLM", "window": "172.20.0.157|38100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|38100|c|Qwen-14B+LLM", "window": "172.20.0.157|38100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268800|a|-", "window": "172.20.0.152|268800", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268800|b|Llama-8B+Rule", "window": "172.20.0.152|268800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268800|c|Llama-8B+Rule", "window": "172.20.0.152|268800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268800|b|Qwen-14B+LLM", "window": "172.20.0.152|268800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268800|c|Qwen-14B+LLM", "window": "172.20.0.152|268800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|129100|a|-", "window": "172.20.0.151|129100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|129100|b|Llama-8B+Rule", "window": "172.20.0.151|129100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|129100|c|Llama-8B+Rule", "window": "172.20.0.151|129100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|129100|b|Qwen-14B+LLM", "window": "172.20.0.151|129100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|129100|c|Qwen-14B+LLM", "window": "172.20.0.151|129100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|5300|a|-", "window": "172.20.0.151|5300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|5300|b|Llama-8B+Rule", "window": "172.20.0.151|5300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|5300|c|Llama-8B+Rule", "window": "172.20.0.151|5300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|5300|b|Qwen-14B+LLM", "window": "172.20.0.151|5300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.151|5300|c|Qwen-14B+LLM", "window": "172.20.0.151|5300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.154|108200|a|-", "window": "172.20.0.154|108200", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|108200|b|Llama-8B+Rule", "window": "172.20.0.154|108200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|108200|c|Llama-8B+Rule", "window": "172.20.0.154|108200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|108200|b|Qwen-14B+LLM", "window": "172.20.0.154|108200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|108200|c|Qwen-14B+LLM", "window": "172.20.0.154|108200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|256700|a|-", "window": "172.20.0.151|256700", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|256700|b|Llama-8B+Rule", "window": "172.20.0.151|256700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.151|256700|c|Llama-8B+Rule", "window": "172.20.0.151|256700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.151|256700|b|Qwen-14B+LLM", "window": "172.20.0.151|256700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|256700|c|Qwen-14B+LLM", "window": "172.20.0.151|256700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|135400|a|-", "window": "172.20.0.153|135400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|135400|b|Llama-8B+Rule", "window": "172.20.0.153|135400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|135400|c|Llama-8B+Rule", "window": "172.20.0.153|135400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|135400|b|Qwen-14B+LLM", "window": "172.20.0.153|135400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|135400|c|Qwen-14B+LLM", "window": "172.20.0.153|135400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65800|a|-", "window": "172.20.0.157|65800", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65800|b|Llama-8B+Rule", "window": "172.20.0.157|65800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65800|c|Llama-8B+Rule", "window": "172.20.0.157|65800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65800|b|Qwen-14B+LLM", "window": "172.20.0.157|65800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65800|c|Qwen-14B+LLM", "window": "172.20.0.157|65800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|6800|a|-", "window": "172.20.0.101|6800", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6800|b|Llama-8B+Rule", "window": "172.20.0.101|6800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6800|c|Llama-8B+Rule", "window": "172.20.0.101|6800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6800|b|Qwen-14B+LLM", "window": "172.20.0.101|6800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6800|c|Qwen-14B+LLM", "window": "172.20.0.101|6800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|95400|a|-", "window": "172.20.0.100|95400", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|95400|b|Llama-8B+Rule", "window": "172.20.0.100|95400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95400|c|Llama-8B+Rule", "window": "172.20.0.100|95400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95400|b|Qwen-14B+LLM", "window": "172.20.0.100|95400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|95400|c|Qwen-14B+LLM", "window": "172.20.0.100|95400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|177900|a|-", "window": "172.20.0.156|177900", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|177900|b|Llama-8B+Rule", "window": "172.20.0.156|177900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|177900|c|Llama-8B+Rule", "window": "172.20.0.156|177900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|177900|b|Qwen-14B+LLM", "window": "172.20.0.156|177900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|177900|c|Qwen-14B+LLM", "window": "172.20.0.156|177900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|166900|a|-", "window": "172.20.0.154|166900", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|166900|b|Llama-8B+Rule", "window": "172.20.0.154|166900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|166900|c|Llama-8B+Rule", "window": "172.20.0.154|166900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|166900|b|Qwen-14B+LLM", "window": "172.20.0.154|166900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|166900|c|Qwen-14B+LLM", "window": "172.20.0.154|166900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161100|a|-", "window": "172.20.0.158|161100", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161100|b|Llama-8B+Rule", "window": "172.20.0.158|161100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161100|c|Llama-8B+Rule", "window": "172.20.0.158|161100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161100|b|Qwen-14B+LLM", "window": "172.20.0.158|161100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161100|c|Qwen-14B+LLM", "window": "172.20.0.158|161100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245500|a|-", "window": "172.20.0.100|245500", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|245500|b|Llama-8B+Rule", "window": "172.20.0.100|245500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245500|c|Llama-8B+Rule", "window": "172.20.0.100|245500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245500|b|Qwen-14B+LLM", "window": "172.20.0.100|245500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|92400|a|-", "window": "172.20.0.101|92400", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|92400|b|Llama-8B+Rule", "window": "172.20.0.101|92400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|92400|c|Llama-8B+Rule", "window": "172.20.0.101|92400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|92400|b|Qwen-14B+LLM", "window": "172.20.0.101|92400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|92400|c|Qwen-14B+LLM", "window": "172.20.0.101|92400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|101600|a|-", "window": "172.20.0.156|101600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|101600|b|Llama-8B+Rule", "window": "172.20.0.156|101600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|101600|c|Llama-8B+Rule", "window": "172.20.0.156|101600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|101600|b|Qwen-14B+LLM", "window": "172.20.0.156|101600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|101600|c|Qwen-14B+LLM", "window": "172.20.0.156|101600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|260200|a|-", "window": "172.20.0.150|260200", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|260200|b|Llama-8B+Rule", "window": "172.20.0.150|260200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|260200|c|Llama-8B+Rule", "window": "172.20.0.150|260200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|260200|b|Qwen-14B+LLM", "window": "172.20.0.150|260200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|257200|a|-", "window": "172.20.0.101|257200", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|257200|b|Llama-8B+Rule", "window": "172.20.0.101|257200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|257200|c|Llama-8B+Rule", "window": "172.20.0.101|257200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|257200|b|Qwen-14B+LLM", "window": "172.20.0.101|257200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|257200|c|Qwen-14B+LLM", "window": "172.20.0.101|257200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|76900|a|-", "window": "172.20.0.151|76900", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|76900|b|Llama-8B+Rule", "window": "172.20.0.151|76900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|76900|c|Llama-8B+Rule", "window": "172.20.0.151|76900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|76900|b|Qwen-14B+LLM", "window": "172.20.0.151|76900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|76900|c|Qwen-14B+LLM", "window": "172.20.0.151|76900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|90700|a|-", "window": "172.20.0.101|90700", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|90700|b|Llama-8B+Rule", "window": "172.20.0.101|90700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|90700|c|Llama-8B+Rule", "window": "172.20.0.101|90700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|90700|b|Qwen-14B+LLM", "window": "172.20.0.101|90700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.101|90700|c|Qwen-14B+LLM", "window": "172.20.0.101|90700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|13700|a|-", "window": "172.20.0.154|13700", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|13700|b|Llama-8B+Rule", "window": "172.20.0.154|13700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|13700|c|Llama-8B+Rule", "window": "172.20.0.154|13700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|13700|b|Qwen-14B+LLM", "window": "172.20.0.154|13700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|50100|a|-", "window": "172.20.0.100|50100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|50100|b|Llama-8B+Rule", "window": "172.20.0.100|50100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50100|c|Llama-8B+Rule", "window": "172.20.0.100|50100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50100|b|Qwen-14B+LLM", "window": "172.20.0.100|50100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|50100|c|Qwen-14B+LLM", "window": "172.20.0.100|50100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|204000|a|-", "window": "172.20.0.156|204000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|204000|b|Llama-8B+Rule", "window": "172.20.0.156|204000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|204000|c|Llama-8B+Rule", "window": "172.20.0.156|204000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|204000|b|Qwen-14B+LLM", "window": "172.20.0.156|204000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|204000|c|Qwen-14B+LLM", "window": "172.20.0.156|204000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224600|a|-", "window": "172.20.0.157|224600", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|224600|b|Llama-8B+Rule", "window": "172.20.0.157|224600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224600|c|Llama-8B+Rule", "window": "172.20.0.157|224600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224600|b|Qwen-14B+LLM", "window": "172.20.0.157|224600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224600|c|Qwen-14B+LLM", "window": "172.20.0.157|224600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|102600|a|-", "window": "172.20.0.156|102600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|102600|b|Llama-8B+Rule", "window": "172.20.0.156|102600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|102600|c|Llama-8B+Rule", "window": "172.20.0.156|102600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|102600|b|Qwen-14B+LLM", "window": "172.20.0.156|102600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|102600|c|Qwen-14B+LLM", "window": "172.20.0.156|102600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|92200|a|-", "window": "172.20.0.101|92200", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|92200|b|Llama-8B+Rule", "window": "172.20.0.101|92200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|92200|c|Llama-8B+Rule", "window": "172.20.0.101|92200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|92200|b|Qwen-14B+LLM", "window": "172.20.0.101|92200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|92200|c|Qwen-14B+LLM", "window": "172.20.0.101|92200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|175100|a|-", "window": "172.20.0.156|175100", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175100|b|Llama-8B+Rule", "window": "172.20.0.156|175100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175100|c|Llama-8B+Rule", "window": "172.20.0.156|175100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175100|b|Qwen-14B+LLM", "window": "172.20.0.156|175100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|175100|c|Qwen-14B+LLM", "window": "172.20.0.156|175100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|147600|a|-", "window": "172.20.0.156|147600", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147600|b|Llama-8B+Rule", "window": "172.20.0.156|147600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147600|c|Llama-8B+Rule", "window": "172.20.0.156|147600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147600|b|Qwen-14B+LLM", "window": "172.20.0.156|147600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|147600|c|Qwen-14B+LLM", "window": "172.20.0.156|147600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|45000|a|-", "window": "172.20.0.155|45000", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.155|45000|b|Llama-8B+Rule", "window": "172.20.0.155|45000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|45000|c|Llama-8B+Rule", "window": "172.20.0.155|45000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|45000|b|Qwen-14B+LLM", "window": "172.20.0.155|45000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|45000|c|Qwen-14B+LLM", "window": "172.20.0.155|45000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|28800|a|-", "window": "172.20.0.101|28800", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|28800|b|Llama-8B+Rule", "window": "172.20.0.101|28800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28800|c|Llama-8B+Rule", "window": "172.20.0.101|28800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28800|b|Qwen-14B+LLM", "window": "172.20.0.101|28800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|28800|c|Qwen-14B+LLM", "window": "172.20.0.101|28800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|36200|a|-", "window": "172.20.0.154|36200", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|36200|b|Llama-8B+Rule", "window": "172.20.0.154|36200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|36200|c|Llama-8B+Rule", "window": "172.20.0.154|36200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|36200|b|Qwen-14B+LLM", "window": "172.20.0.154|36200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|76500|a|-", "window": "172.20.0.101|76500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|76500|b|Llama-8B+Rule", "window": "172.20.0.101|76500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|76500|c|Llama-8B+Rule", "window": "172.20.0.101|76500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|76500|b|Qwen-14B+LLM", "window": "172.20.0.101|76500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|76500|c|Qwen-14B+LLM", "window": "172.20.0.101|76500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18500|a|-", "window": "172.20.0.155|18500", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18500|b|Llama-8B+Rule", "window": "172.20.0.155|18500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18500|c|Llama-8B+Rule", "window": "172.20.0.155|18500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18500|b|Qwen-14B+LLM", "window": "172.20.0.155|18500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|18500|c|Qwen-14B+LLM", "window": "172.20.0.155|18500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89100|a|-", "window": "172.20.0.151|89100", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89100|b|Llama-8B+Rule", "window": "172.20.0.151|89100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89100|c|Llama-8B+Rule", "window": "172.20.0.151|89100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|89100|b|Qwen-14B+LLM", "window": "172.20.0.151|89100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|89100|c|Qwen-14B+LLM", "window": "172.20.0.151|89100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|98400|a|-", "window": "172.20.0.100|98400", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|98400|b|Llama-8B+Rule", "window": "172.20.0.100|98400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|98400|c|Llama-8B+Rule", "window": "172.20.0.100|98400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|98400|b|Qwen-14B+LLM", "window": "172.20.0.100|98400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|98400|c|Qwen-14B+LLM", "window": "172.20.0.100|98400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|113000|a|-", "window": "172.20.0.200|113000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|113000|b|Llama-8B+Rule", "window": "172.20.0.200|113000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|113000|c|Llama-8B+Rule", "window": "172.20.0.200|113000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|113000|b|Qwen-14B+LLM", "window": "172.20.0.200|113000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|169200|a|-", "window": "172.20.0.157|169200", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169200|b|Llama-8B+Rule", "window": "172.20.0.157|169200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169200|c|Llama-8B+Rule", "window": "172.20.0.157|169200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|169200|b|Qwen-14B+LLM", "window": "172.20.0.157|169200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|210600|a|-", "window": "172.20.0.101|210600", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|210600|b|Llama-8B+Rule", "window": "172.20.0.101|210600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|210600|c|Llama-8B+Rule", "window": "172.20.0.101|210600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|210600|b|Qwen-14B+LLM", "window": "172.20.0.101|210600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|210600|c|Qwen-14B+LLM", "window": "172.20.0.101|210600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|233100|a|-", "window": "172.20.0.155|233100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|233100|b|Llama-8B+Rule", "window": "172.20.0.155|233100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|233100|c|Llama-8B+Rule", "window": "172.20.0.155|233100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|233100|b|Qwen-14B+LLM", "window": "172.20.0.155|233100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|233100|c|Qwen-14B+LLM", "window": "172.20.0.155|233100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|264300|a|-", "window": "172.20.0.153|264300", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264300|b|Llama-8B+Rule", "window": "172.20.0.153|264300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264300|c|Llama-8B+Rule", "window": "172.20.0.153|264300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264300|b|Qwen-14B+LLM", "window": "172.20.0.153|264300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|264300|c|Qwen-14B+LLM", "window": "172.20.0.153|264300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.101|6700|a|-", "window": "172.20.0.101|6700", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6700|b|Llama-8B+Rule", "window": "172.20.0.101|6700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6700|c|Llama-8B+Rule", "window": "172.20.0.101|6700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|6700|b|Qwen-14B+LLM", "window": "172.20.0.101|6700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|6700|c|Qwen-14B+LLM", "window": "172.20.0.101|6700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|59600|a|-", "window": "172.20.0.156|59600", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59600|b|Llama-8B+Rule", "window": "172.20.0.156|59600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59600|c|Llama-8B+Rule", "window": "172.20.0.156|59600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59600|b|Qwen-14B+LLM", "window": "172.20.0.156|59600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59600|c|Qwen-14B+LLM", "window": "172.20.0.156|59600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|266700|a|-", "window": "172.20.0.150|266700", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|266700|b|Llama-8B+Rule", "window": "172.20.0.150|266700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|266700|c|Llama-8B+Rule", "window": "172.20.0.150|266700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|266700|b|Qwen-14B+LLM", "window": "172.20.0.150|266700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|266700|c|Qwen-14B+LLM", "window": "172.20.0.150|266700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107800|a|-", "window": "172.20.0.154|107800", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107800|b|Llama-8B+Rule", "window": "172.20.0.154|107800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|107800|c|Llama-8B+Rule", "window": "172.20.0.154|107800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107800|b|Qwen-14B+LLM", "window": "172.20.0.154|107800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|107800|c|Qwen-14B+LLM", "window": "172.20.0.154|107800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|69100|a|-", "window": "172.20.0.200|69100", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69100|b|Llama-8B+Rule", "window": "172.20.0.200|69100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69100|c|Llama-8B+Rule", "window": "172.20.0.200|69100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69100|b|Qwen-14B+LLM", "window": "172.20.0.200|69100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|69100|c|Qwen-14B+LLM", "window": "172.20.0.200|69100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|42900|a|-", "window": "172.20.0.101|42900", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|42900|b|Llama-8B+Rule", "window": "172.20.0.101|42900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|42900|c|Llama-8B+Rule", "window": "172.20.0.101|42900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|42900|b|Qwen-14B+LLM", "window": "172.20.0.101|42900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|42900|c|Qwen-14B+LLM", "window": "172.20.0.101|42900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|172400|a|-", "window": "172.20.0.154|172400", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172400|b|Llama-8B+Rule", "window": "172.20.0.154|172400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|172400|c|Llama-8B+Rule", "window": "172.20.0.154|172400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172400|b|Qwen-14B+LLM", "window": "172.20.0.154|172400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172400|c|Qwen-14B+LLM", "window": "172.20.0.154|172400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|91500|a|-", "window": "172.20.0.101|91500", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91500|b|Llama-8B+Rule", "window": "172.20.0.101|91500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91500|c|Llama-8B+Rule", "window": "172.20.0.101|91500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91500|b|Qwen-14B+LLM", "window": "172.20.0.101|91500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|91500|c|Qwen-14B+LLM", "window": "172.20.0.101|91500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|269500|a|-", "window": "172.20.0.154|269500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|269500|b|Llama-8B+Rule", "window": "172.20.0.154|269500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|269500|c|Llama-8B+Rule", "window": "172.20.0.154|269500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|269500|b|Qwen-14B+LLM", "window": "172.20.0.154|269500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|269500|c|Qwen-14B+LLM", "window": "172.20.0.154|269500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|218400|a|-", "window": "172.20.0.155|218400", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|218400|b|Llama-8B+Rule", "window": "172.20.0.155|218400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|218400|c|Llama-8B+Rule", "window": "172.20.0.155|218400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|218400|b|Qwen-14B+LLM", "window": "172.20.0.155|218400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|218400|c|Qwen-14B+LLM", "window": "172.20.0.155|218400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|172700|a|-", "window": "172.20.0.100|172700", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|172700|b|Llama-8B+Rule", "window": "172.20.0.100|172700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|172700|c|Llama-8B+Rule", "window": "172.20.0.100|172700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|172700|b|Qwen-14B+LLM", "window": "172.20.0.100|172700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|40900|a|-", "window": "172.20.0.157|40900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40900|b|Llama-8B+Rule", "window": "172.20.0.157|40900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40900|c|Llama-8B+Rule", "window": "172.20.0.157|40900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|40900|b|Qwen-14B+LLM", "window": "172.20.0.157|40900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|40900|c|Qwen-14B+LLM", "window": "172.20.0.157|40900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|123000|a|-", "window": "172.20.0.153|123000", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.153|123000|b|Llama-8B+Rule", "window": "172.20.0.153|123000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|123000|c|Llama-8B+Rule", "window": "172.20.0.153|123000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|123000|b|Qwen-14B+LLM", "window": "172.20.0.153|123000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|123000|c|Qwen-14B+LLM", "window": "172.20.0.153|123000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.100|209300|a|-", "window": "172.20.0.100|209300", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|209300|b|Llama-8B+Rule", "window": "172.20.0.100|209300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|209300|c|Llama-8B+Rule", "window": "172.20.0.100|209300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|209300|b|Qwen-14B+LLM", "window": "172.20.0.100|209300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.100|209300|c|Qwen-14B+LLM", "window": "172.20.0.100|209300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.155|85800|a|-", "window": "172.20.0.155|85800", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|85800|b|Llama-8B+Rule", "window": "172.20.0.155|85800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.155|85800|c|Llama-8B+Rule", "window": "172.20.0.155|85800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|85800|b|Qwen-14B+LLM", "window": "172.20.0.155|85800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|85800|c|Qwen-14B+LLM", "window": "172.20.0.155|85800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|15900|a|-", "window": "172.20.0.155|15900", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|15900|b|Llama-8B+Rule", "window": "172.20.0.155|15900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|15900|c|Llama-8B+Rule", "window": "172.20.0.155|15900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.155|15900|b|Qwen-14B+LLM", "window": "172.20.0.155|15900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|198700|a|-", "window": "172.20.0.158|198700", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|198700|b|Llama-8B+Rule", "window": "172.20.0.158|198700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.158|198700|c|Llama-8B+Rule", "window": "172.20.0.158|198700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|198700|b|Qwen-14B+LLM", "window": "172.20.0.158|198700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|198700|c|Qwen-14B+LLM", "window": "172.20.0.158|198700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|66100|a|-", "window": "172.20.0.158|66100", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|66100|b|Llama-8B+Rule", "window": "172.20.0.158|66100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|66100|c|Llama-8B+Rule", "window": "172.20.0.158|66100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.158|66100|b|Qwen-14B+LLM", "window": "172.20.0.158|66100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|65700|a|-", "window": "172.20.0.157|65700", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65700|b|Llama-8B+Rule", "window": "172.20.0.157|65700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65700|c|Llama-8B+Rule", "window": "172.20.0.157|65700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65700|b|Qwen-14B+LLM", "window": "172.20.0.157|65700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.157|65700|c|Qwen-14B+LLM", "window": "172.20.0.157|65700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|140000|a|-", "window": "172.20.0.152|140000", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|140000|b|Llama-8B+Rule", "window": "172.20.0.152|140000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|140000|c|Llama-8B+Rule", "window": "172.20.0.152|140000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.152|140000|b|Qwen-14B+LLM", "window": "172.20.0.152|140000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|140000|c|Qwen-14B+LLM", "window": "172.20.0.152|140000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|267100|a|-", "window": "172.20.0.150|267100", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267100|b|Llama-8B+Rule", "window": "172.20.0.150|267100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267100|c|Llama-8B+Rule", "window": "172.20.0.150|267100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267100|b|Qwen-14B+LLM", "window": "172.20.0.150|267100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267100|c|Qwen-14B+LLM", "window": "172.20.0.150|267100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172300|a|-", "window": "172.20.0.154|172300", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172300|b|Llama-8B+Rule", "window": "172.20.0.154|172300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.154|172300|c|Llama-8B+Rule", "window": "172.20.0.154|172300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172300|b|Qwen-14B+LLM", "window": "172.20.0.154|172300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|172300|c|Qwen-14B+LLM", "window": "172.20.0.154|172300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|219500|a|-", "window": "172.20.0.158|219500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.158|219500|b|Llama-8B+Rule", "window": "172.20.0.158|219500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.158|219500|c|Llama-8B+Rule", "window": "172.20.0.158|219500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.158|219500|b|Qwen-14B+LLM", "window": "172.20.0.158|219500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.158|219500|c|Qwen-14B+LLM", "window": "172.20.0.158|219500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.152|199900|a|-", "window": "172.20.0.152|199900", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|199900|b|Llama-8B+Rule", "window": "172.20.0.152|199900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.152|199900|c|Llama-8B+Rule", "window": "172.20.0.152|199900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|199900|b|Qwen-14B+LLM", "window": "172.20.0.152|199900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|199900|c|Qwen-14B+LLM", "window": "172.20.0.152|199900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|175600|a|-", "window": "172.20.0.156|175600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175600|b|Llama-8B+Rule", "window": "172.20.0.156|175600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175600|c|Llama-8B+Rule", "window": "172.20.0.156|175600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175600|b|Qwen-14B+LLM", "window": "172.20.0.156|175600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|175600|c|Qwen-14B+LLM", "window": "172.20.0.156|175600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|146500|a|-", "window": "172.20.0.200|146500", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146500|b|Llama-8B+Rule", "window": "172.20.0.200|146500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146500|c|Llama-8B+Rule", "window": "172.20.0.200|146500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146500|b|Qwen-14B+LLM", "window": "172.20.0.200|146500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|146500|c|Qwen-14B+LLM", "window": "172.20.0.200|146500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|13000|a|-", "window": "172.20.0.154|13000", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|13000|b|Llama-8B+Rule", "window": "172.20.0.154|13000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|13000|c|Llama-8B+Rule", "window": "172.20.0.154|13000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|13000|b|Qwen-14B+LLM", "window": "172.20.0.154|13000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.152|19900|a|-", "window": "172.20.0.152|19900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|19900|b|Llama-8B+Rule", "window": "172.20.0.152|19900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|19900|c|Llama-8B+Rule", "window": "172.20.0.152|19900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.152|19900|b|Qwen-14B+LLM", "window": "172.20.0.152|19900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|5100|a|-", "window": "172.20.0.151|5100", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|5100|b|Llama-8B+Rule", "window": "172.20.0.151|5100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|5100|c|Llama-8B+Rule", "window": "172.20.0.151|5100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|5100|b|Qwen-14B+LLM", "window": "172.20.0.151|5100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|5100|c|Qwen-14B+LLM", "window": "172.20.0.151|5100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|227100|a|-", "window": "172.20.0.150|227100", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|227100|b|Llama-8B+Rule", "window": "172.20.0.150|227100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|227100|c|Llama-8B+Rule", "window": "172.20.0.150|227100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|227100|b|Qwen-14B+LLM", "window": "172.20.0.150|227100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.150|227100|c|Qwen-14B+LLM", "window": "172.20.0.150|227100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.154|14200|a|-", "window": "172.20.0.154|14200", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|14200|b|Llama-8B+Rule", "window": "172.20.0.154|14200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|14200|c|Llama-8B+Rule", "window": "172.20.0.154|14200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.154|14200|b|Qwen-14B+LLM", "window": "172.20.0.154|14200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|239900|a|-", "window": "172.20.0.100|239900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|239900|b|Llama-8B+Rule", "window": "172.20.0.100|239900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|239900|c|Llama-8B+Rule", "window": "172.20.0.100|239900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|239900|b|Qwen-14B+LLM", "window": "172.20.0.100|239900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|239900|c|Qwen-14B+LLM", "window": "172.20.0.100|239900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|23200|a|-", "window": "172.20.0.150|23200", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|23200|b|Llama-8B+Rule", "window": "172.20.0.150|23200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|23200|c|Llama-8B+Rule", "window": "172.20.0.150|23200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.150|23200|b|Qwen-14B+LLM", "window": "172.20.0.150|23200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.150|23200|c|Qwen-14B+LLM", "window": "172.20.0.150|23200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.152|268700|a|-", "window": "172.20.0.152|268700", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268700|b|Llama-8B+Rule", "window": "172.20.0.152|268700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268700|c|Llama-8B+Rule", "window": "172.20.0.152|268700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268700|b|Qwen-14B+LLM", "window": "172.20.0.152|268700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|268700|c|Qwen-14B+LLM", "window": "172.20.0.152|268700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|113800|a|-", "window": "172.20.0.158|113800", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|113800|b|Llama-8B+Rule", "window": "172.20.0.158|113800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|113800|c|Llama-8B+Rule", "window": "172.20.0.158|113800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|113800|b|Qwen-14B+LLM", "window": "172.20.0.158|113800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|113800|c|Qwen-14B+LLM", "window": "172.20.0.158|113800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.157|224400|a|-", "window": "172.20.0.157|224400", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.157|224400|b|Llama-8B+Rule", "window": "172.20.0.157|224400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224400|c|Llama-8B+Rule", "window": "172.20.0.157|224400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224400|b|Qwen-14B+LLM", "window": "172.20.0.157|224400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.157|224400|c|Qwen-14B+LLM", "window": "172.20.0.157|224400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.100|71200|a|-", "window": "172.20.0.100|71200", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71200|b|Llama-8B+Rule", "window": "172.20.0.100|71200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71200|c|Llama-8B+Rule", "window": "172.20.0.100|71200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|71200|b|Qwen-14B+LLM", "window": "172.20.0.100|71200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|71200|c|Qwen-14B+LLM", "window": "172.20.0.100|71200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|183700|a|-", "window": "172.20.0.153|183700", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|183700|b|Llama-8B+Rule", "window": "172.20.0.153|183700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.153|183700|c|Llama-8B+Rule", "window": "172.20.0.153|183700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|183700|b|Qwen-14B+LLM", "window": "172.20.0.153|183700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|183700|c|Qwen-14B+LLM", "window": "172.20.0.153|183700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|44600|a|-", "window": "172.20.0.155|44600", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.155|44600|b|Llama-8B+Rule", "window": "172.20.0.155|44600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|44600|c|Llama-8B+Rule", "window": "172.20.0.155|44600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.155|44600|b|Qwen-14B+LLM", "window": "172.20.0.155|44600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.155|44600|c|Qwen-14B+LLM", "window": "172.20.0.155|44600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|216400|a|-", "window": "172.20.0.158|216400", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216400|b|Llama-8B+Rule", "window": "172.20.0.158|216400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216400|c|Llama-8B+Rule", "window": "172.20.0.158|216400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216400|b|Qwen-14B+LLM", "window": "172.20.0.158|216400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.158|216400|c|Qwen-14B+LLM", "window": "172.20.0.158|216400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|117900|a|-", "window": "172.20.0.153|117900", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117900|b|Llama-8B+Rule", "window": "172.20.0.153|117900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117900|c|Llama-8B+Rule", "window": "172.20.0.153|117900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|117900|b|Qwen-14B+LLM", "window": "172.20.0.153|117900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.153|117900|c|Qwen-14B+LLM", "window": "172.20.0.153|117900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.150|267200|a|-", "window": "172.20.0.150|267200", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267200|b|Llama-8B+Rule", "window": "172.20.0.150|267200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267200|c|Llama-8B+Rule", "window": "172.20.0.150|267200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267200|b|Qwen-14B+LLM", "window": "172.20.0.150|267200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.150|267200|c|Qwen-14B+LLM", "window": "172.20.0.150|267200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|172900|a|-", "window": "172.20.0.100|172900", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|172900|b|Llama-8B+Rule", "window": "172.20.0.100|172900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|172900|c|Llama-8B+Rule", "window": "172.20.0.100|172900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.100|172900|b|Qwen-14B+LLM", "window": "172.20.0.100|172900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|172900|c|Qwen-14B+LLM", "window": "172.20.0.100|172900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.158|153000|a|-", "window": "172.20.0.158|153000", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|153000|b|Llama-8B+Rule", "window": "172.20.0.158|153000", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|153000|c|Llama-8B+Rule", "window": "172.20.0.158|153000", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|153000|b|Qwen-14B+LLM", "window": "172.20.0.158|153000", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|153000|c|Qwen-14B+LLM", "window": "172.20.0.158|153000", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158600|a|-", "window": "172.20.0.158|158600", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158600|b|Llama-8B+Rule", "window": "172.20.0.158|158600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158600|c|Llama-8B+Rule", "window": "172.20.0.158|158600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158600|b|Qwen-14B+LLM", "window": "172.20.0.158|158600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|158600|c|Qwen-14B+LLM", "window": "172.20.0.158|158600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|241600|a|-", "window": "172.20.0.154|241600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241600|b|Llama-8B+Rule", "window": "172.20.0.154|241600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241600|c|Llama-8B+Rule", "window": "172.20.0.154|241600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.154|241600|b|Qwen-14B+LLM", "window": "172.20.0.154|241600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|241600|c|Qwen-14B+LLM", "window": "172.20.0.154|241600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.154|187100|a|-", "window": "172.20.0.154|187100", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|187100|b|Llama-8B+Rule", "window": "172.20.0.154|187100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|187100|c|Llama-8B+Rule", "window": "172.20.0.154|187100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|187100|b|Qwen-14B+LLM", "window": "172.20.0.154|187100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|187100|c|Qwen-14B+LLM", "window": "172.20.0.154|187100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123300|a|-", "window": "172.20.0.152|123300", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123300|b|Llama-8B+Rule", "window": "172.20.0.152|123300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "unauthorized_cmd", "raw": "Unauthorized Command Message"}
{"key": "172.20.0.152|123300|c|Llama-8B+Rule", "window": "172.20.0.152|123300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123300|b|Qwen-14B+LLM", "window": "172.20.0.152|123300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.152|123300|c|Qwen-14B+LLM", "window": "172.20.0.152|123300", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.151|88600|a|-", "window": "172.20.0.151|88600", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88600|b|Llama-8B+Rule", "window": "172.20.0.151|88600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88600|c|Llama-8B+Rule", "window": "172.20.0.151|88600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|88600|b|Qwen-14B+LLM", "window": "172.20.0.151|88600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|88600|c|Qwen-14B+LLM", "window": "172.20.0.151|88600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.156|250200|a|-", "window": "172.20.0.156|250200", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|250200|b|Llama-8B+Rule", "window": "172.20.0.156|250200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|250200|c|Llama-8B+Rule", "window": "172.20.0.156|250200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|250200|b|Qwen-14B+LLM", "window": "172.20.0.156|250200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|250200|c|Qwen-14B+LLM", "window": "172.20.0.156|250200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|92600|a|-", "window": "172.20.0.101|92600", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|92600|b|Llama-8B+Rule", "window": "172.20.0.101|92600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|92600|c|Llama-8B+Rule", "window": "172.20.0.101|92600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|92600|b|Qwen-14B+LLM", "window": "172.20.0.101|92600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|92600|c|Qwen-14B+LLM", "window": "172.20.0.101|92600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161700|a|-", "window": "172.20.0.158|161700", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161700|b|Llama-8B+Rule", "window": "172.20.0.158|161700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161700|c|Llama-8B+Rule", "window": "172.20.0.158|161700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161700|b|Qwen-14B+LLM", "window": "172.20.0.158|161700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.158|161700|c|Qwen-14B+LLM", "window": "172.20.0.158|161700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|153500|a|-", "window": "172.20.0.154|153500", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.154|153500|b|Llama-8B+Rule", "window": "172.20.0.154|153500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|153500|c|Llama-8B+Rule", "window": "172.20.0.154|153500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.154|153500|b|Qwen-14B+LLM", "window": "172.20.0.154|153500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.154|153500|c|Qwen-14B+LLM", "window": "172.20.0.154|153500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|122700|a|-", "window": "172.20.0.153|122700", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "brute_force_io", "raw": "Brute Force I/O"}
{"key": "172.20.0.153|122700|b|Llama-8B+Rule", "window": "172.20.0.153|122700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|122700|c|Llama-8B+Rule", "window": "172.20.0.153|122700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.153|122700|b|Qwen-14B+LLM", "window": "172.20.0.153|122700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|122700|c|Qwen-14B+LLM", "window": "172.20.0.153|122700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.153|62900|a|-", "window": "172.20.0.153|62900", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62900|b|Llama-8B+Rule", "window": "172.20.0.153|62900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62900|c|Llama-8B+Rule", "window": "172.20.0.153|62900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62900|b|Qwen-14B+LLM", "window": "172.20.0.153|62900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|62900|c|Qwen-14B+LLM", "window": "172.20.0.153|62900", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245700|a|-", "window": "172.20.0.100|245700", "variant": "a", "cond": "-", "gold_type": "brute_force_io", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.100|245700|b|Llama-8B+Rule", "window": "172.20.0.100|245700", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245700|c|Llama-8B+Rule", "window": "172.20.0.100|245700", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245700|b|Qwen-14B+LLM", "window": "172.20.0.100|245700", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.100|245700|c|Qwen-14B+LLM", "window": "172.20.0.100|245700", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "brute_force_io", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|94400|a|-", "window": "172.20.0.200|94400", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|94400|b|Llama-8B+Rule", "window": "172.20.0.200|94400", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|94400|c|Llama-8B+Rule", "window": "172.20.0.200|94400", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|94400|b|Qwen-14B+LLM", "window": "172.20.0.200|94400", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|94400|c|Qwen-14B+LLM", "window": "172.20.0.200|94400", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|59300|a|-", "window": "172.20.0.156|59300", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59300|b|Llama-8B+Rule", "window": "172.20.0.156|59300", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59300|c|Llama-8B+Rule", "window": "172.20.0.156|59300", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.156|59300|b|Qwen-14B+LLM", "window": "172.20.0.156|59300", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.155|73600|a|-", "window": "172.20.0.155|73600", "variant": "a", "cond": "-", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73600|b|Llama-8B+Rule", "window": "172.20.0.155|73600", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73600|c|Llama-8B+Rule", "window": "172.20.0.155|73600", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73600|b|Qwen-14B+LLM", "window": "172.20.0.155|73600", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.155|73600|c|Qwen-14B+LLM", "window": "172.20.0.155|73600", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "port_scan", "pred_type": "port_scan", "raw": "Remote System Discovery"}
{"key": "172.20.0.151|238200|a|-", "window": "172.20.0.151|238200", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|238200|b|Llama-8B+Rule", "window": "172.20.0.151|238200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|238200|c|Llama-8B+Rule", "window": "172.20.0.151|238200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.151|238200|b|Qwen-14B+LLM", "window": "172.20.0.151|238200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|17500|a|-", "window": "172.20.0.101|17500", "variant": "a", "cond": "-", "gold_type": "unauthorized_cmd", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|17500|b|Llama-8B+Rule", "window": "172.20.0.101|17500", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|17500|c|Llama-8B+Rule", "window": "172.20.0.101|17500", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "unauthorized_cmd", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.101|17500|b|Qwen-14B+LLM", "window": "172.20.0.101|17500", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|17500|c|Qwen-14B+LLM", "window": "172.20.0.101|17500", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "unauthorized_cmd", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.153|28100|a|-", "window": "172.20.0.153|28100", "variant": "a", "cond": "-", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|28100|b|Llama-8B+Rule", "window": "172.20.0.153|28100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|28100|c|Llama-8B+Rule", "window": "172.20.0.153|28100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|28100|b|Qwen-14B+LLM", "window": "172.20.0.153|28100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.153|28100|c|Qwen-14B+LLM", "window": "172.20.0.153|28100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "modify_parameter", "pred_type": "modify_parameter", "raw": "Modify Parameter"}
{"key": "172.20.0.200|202900|a|-", "window": "172.20.0.200|202900", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.200|202900|b|Llama-8B+Rule", "window": "172.20.0.200|202900", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|202900|c|Llama-8B+Rule", "window": "172.20.0.200|202900", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.200|202900|b|Qwen-14B+LLM", "window": "172.20.0.200|202900", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178100|a|-", "window": "172.20.0.156|178100", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|178100|b|Llama-8B+Rule", "window": "172.20.0.156|178100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178100|c|Llama-8B+Rule", "window": "172.20.0.156|178100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178100|b|Qwen-14B+LLM", "window": "172.20.0.156|178100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178100|c|Qwen-14B+LLM", "window": "172.20.0.156|178100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.101|133100|a|-", "window": "172.20.0.101|133100", "variant": "a", "cond": "-", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|133100|b|Llama-8B+Rule", "window": "172.20.0.101|133100", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|133100|c|Llama-8B+Rule", "window": "172.20.0.101|133100", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "dos_flood", "pred_type": "dos_flood", "raw": "Denial of Service"}
{"key": "172.20.0.101|133100|b|Qwen-14B+LLM", "window": "172.20.0.101|133100", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.101|133100|c|Qwen-14B+LLM", "window": "172.20.0.101|133100", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "dos_flood", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|4800|a|-", "window": "172.20.0.151|4800", "variant": "a", "cond": "-", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|4800|b|Llama-8B+Rule", "window": "172.20.0.151|4800", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|4800|c|Llama-8B+Rule", "window": "172.20.0.151|4800", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|4800|b|Qwen-14B+LLM", "window": "172.20.0.151|4800", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.151|4800|c|Qwen-14B+LLM", "window": "172.20.0.151|4800", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "register_scan", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|178200|a|-", "window": "172.20.0.156|178200", "variant": "a", "cond": "-", "gold_type": "arp_mitm", "pred_type": "register_scan", "raw": "Point & Tag Identification"}
{"key": "172.20.0.156|178200|b|Llama-8B+Rule", "window": "172.20.0.156|178200", "variant": "b", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178200|c|Llama-8B+Rule", "window": "172.20.0.156|178200", "variant": "c", "cond": "Llama-8B+Rule", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178200|b|Qwen-14B+LLM", "window": "172.20.0.156|178200", "variant": "b", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}
{"key": "172.20.0.156|178200|c|Qwen-14B+LLM", "window": "172.20.0.156|178200", "variant": "c", "cond": "Qwen-14B+LLM", "gold_type": "arp_mitm", "pred_type": "arp_mitm", "raw": "Adversary-in-the-Middle"}