File size: 2,291 Bytes
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"activation": "gelu",
"architectures": [
"FourthWallForSequenceClassification"
],
"attention_dropout": 0.1,
"auto_map": {
"AutoConfig": "configuration_fourthwall.FourthWallConfig",
"AutoModelForSequenceClassification": "modeling_fourthwall.FourthWallForSequenceClassification"
},
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"id2label": {
"0": "000 - Normal",
"1": "272 - Protocol Manipulation",
"2": "242 - Code Injection",
"3": "88 - OS Command Injection",
"4": "126 - Path Traversal",
"5": "66 - SQL Injection",
"6": "16 - Dictionary-based Password Attack",
"7": "310 - Scanning for Vulnerable Software",
"8": "153 - Input Data Manipulation",
"9": "274 - HTTP Verb Tampering",
"10": "194 - Fake the Source of Data",
"11": "34 - HTTP Response Splitting",
"12": "33 - HTTP Request Smuggling"
},
"initializer_range": 0.02,
"label2id": {
"000 - Normal": 0,
"126 - Path Traversal": 4,
"153 - Input Data Manipulation": 8,
"16 - Dictionary-based Password Attack": 6,
"194 - Fake the Source of Data": 10,
"242 - Code Injection": 2,
"272 - Protocol Manipulation": 1,
"274 - HTTP Verb Tampering": 9,
"310 - Scanning for Vulnerable Software": 7,
"33 - HTTP Request Smuggling": 12,
"34 - HTTP Response Splitting": 11,
"66 - SQL Injection": 5,
"88 - OS Command Injection": 3
},
"max_position_embeddings": 512,
"model_type": "fourthwall_waf",
"n_heads": 12,
"n_layers": 6,
"num_labels": 13,
"problem_type": "multi_label_classification",
"qa_dropout": 0.1,
"seq_classif_dropout": 0.3,
"sinusoidal_pos_embds": false,
"thresholds": {
"000 - Normal": 0.55,
"272 - Protocol Manipulation": 0.99,
"242 - Code Injection": 0.65,
"88 - OS Command Injection": 0.9,
"126 - Path Traversal": 0.9,
"66 - SQL Injection": 0.7,
"16 - Dictionary-based Password Attack": 0.6,
"310 - Scanning for Vulnerable Software": 0.55,
"153 - Input Data Manipulation": 0.65,
"274 - HTTP Verb Tampering": 0.9,
"194 - Fake the Source of Data": 0.9,
"34 - HTTP Response Splitting": 0.6,
"33 - HTTP Request Smuggling": 0.95
},
"torch_dtype": "float32",
"transformers_version": "4.30.0",
"vocab_size": 30522
}
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