| { |
| "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 |
| } |
|
|
