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{ |
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"_name_or_path": "ehsanaghaei/SecureBERT", |
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"architectures": [ |
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"RobertaForTokenClassification" |
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], |
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"attention_probs_dropout_prob": 0.1, |
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"bos_token_id": 0, |
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"classifier_dropout": null, |
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"eos_token_id": 2, |
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"finetuning_task": "ner", |
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"gradient_checkpointing": false, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 768, |
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"id2label": { |
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"0": "B-ATTACK_MOTIVATION", |
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"1": "B-ATTACK_PATTERN", |
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"2": "B-ATTACK_RESOURCE_LEVEL", |
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"3": "B-ATTACK_SOPHISTICATION_LEVEL", |
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"4": "B-ATTACK_TOOL", |
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"5": "B-CAMPAIGN", |
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"6": "B-COURSE_OF_ACTION", |
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"7": "B-GENERAL_IDENTITY", |
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"8": "B-GENERAL_TOOL", |
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"9": "B-IMPACT", |
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"10": "B-INDICATOR", |
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"11": "B-INFRASTRUCTURE", |
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"12": "B-INTRUSION_SET", |
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"13": "B-LOCATION", |
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"14": "B-MALWARE", |
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"15": "B-MALWARE_ANALYSIS", |
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"16": "B-OBSERVED_DATA", |
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"17": "B-THREAT_ACTOR", |
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"18": "B-VICTIM_IDENTITY", |
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"19": "B-VULNERABILITY", |
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"20": "I-ATTACK_MOTIVATION", |
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"21": "I-ATTACK_PATTERN", |
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"22": "I-ATTACK_RESOURCE_LEVEL", |
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"23": "I-ATTACK_SOPHISTICATION_LEVEL", |
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"24": "I-ATTACK_TOOL", |
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"25": "I-CAMPAIGN", |
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"26": "I-COURSE_OF_ACTION", |
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"27": "I-GENERAL_IDENTITY", |
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"28": "I-GENERAL_TOOL", |
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"29": "I-IMPACT", |
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"30": "I-INDICATOR", |
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"31": "I-INFRASTRUCTURE", |
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"32": "I-INTRUSION_SET", |
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"33": "I-LOCATION", |
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"34": "I-MALWARE", |
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"35": "I-MALWARE_ANALYSIS", |
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"36": "I-OBSERVED_DATA", |
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"37": "I-THREAT_ACTOR", |
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"38": "I-VICTIM_IDENTITY", |
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"39": "I-VULNERABILITY", |
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"40": "O" |
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}, |
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"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"B-ATTACK_MOTIVATION": 0, |
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"B-ATTACK_PATTERN": 1, |
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"B-ATTACK_RESOURCE_LEVEL": 2, |
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"B-ATTACK_SOPHISTICATION_LEVEL": 3, |
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"B-ATTACK_TOOL": 4, |
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"B-CAMPAIGN": 5, |
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"B-COURSE_OF_ACTION": 6, |
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"B-GENERAL_IDENTITY": 7, |
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"B-GENERAL_TOOL": 8, |
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"B-IMPACT": 9, |
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"B-INDICATOR": 10, |
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"B-INFRASTRUCTURE": 11, |
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"B-INTRUSION_SET": 12, |
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"B-LOCATION": 13, |
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"B-MALWARE": 14, |
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"B-MALWARE_ANALYSIS": 15, |
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"B-OBSERVED_DATA": 16, |
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"B-THREAT_ACTOR": 17, |
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"B-VICTIM_IDENTITY": 18, |
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"B-VULNERABILITY": 19, |
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"I-ATTACK_MOTIVATION": 20, |
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"I-ATTACK_PATTERN": 21, |
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"I-ATTACK_RESOURCE_LEVEL": 22, |
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"I-ATTACK_SOPHISTICATION_LEVEL": 23, |
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"I-ATTACK_TOOL": 24, |
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"I-CAMPAIGN": 25, |
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"I-COURSE_OF_ACTION": 26, |
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"I-GENERAL_IDENTITY": 27, |
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"I-GENERAL_TOOL": 28, |
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"I-IMPACT": 29, |
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"I-INDICATOR": 30, |
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"I-INFRASTRUCTURE": 31, |
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"I-INTRUSION_SET": 32, |
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"I-LOCATION": 33, |
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"I-MALWARE": 34, |
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"I-MALWARE_ANALYSIS": 35, |
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"I-OBSERVED_DATA": 36, |
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"I-THREAT_ACTOR": 37, |
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"I-VICTIM_IDENTITY": 38, |
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"I-VULNERABILITY": 39, |
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"O": 40 |
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}, |
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"layer_norm_eps": 1e-05, |
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"max_position_embeddings": 514, |
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"model_type": "roberta", |
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"num_attention_heads": 12, |
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"num_hidden_layers": 12, |
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"pad_token_id": 1, |
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"position_embedding_type": "absolute", |
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"torch_dtype": "float32", |
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"transformers_version": "4.36.0.dev0", |
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"type_vocab_size": 1, |
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"use_cache": true, |
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"vocab_size": 50265 |
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} |
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