{ "backbone": "microsoft/codebert-base", "stage_map": { "C2 / Remote Access": 0, "Collection / Staging": 1, "Context Required": 2, "Credential Access": 3, "Defense Evasion": 4, "Discovery / Recon": 5, "Execution": 6, "Exfiltration": 7, "Impact": 8, "Lateral Movement": 9, "Payload Retrieval": 10, "Persistence": 11, "Privilege Escalation": 12 }, "action_map": { "archive_data": 0, "download_remote_resource": 1, "execute_inline_code": 2, "execute_interpreter": 3, "extract_archive": 4, "remote_execution": 5, "use_encoded_payload": 6, "use_obfuscation": 7, "use_signed_proxy_binary": 8 }, "test_metrics": { "stage_acc": 0.5654761904761905, "stage_macro_f1": 0.5003193773622796, "action_micro_f1": 0.9359062715368711 }, "max_length": 256 }