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SecureBERT-our-data

Token Classification
Transformers
TensorBoard
Safetensors
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SecureBERT-our-data
File size: 3,081 Bytes 
407337e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "ehsanaghaei/SecureBERT",
  "architectures": [
    "RobertaForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "finetuning_task": "ner",
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "B-ATTACK_MOTIVATION",
    "1": "B-ATTACK_PATTERN",
    "2": "B-ATTACK_RESOURCE_LEVEL",
    "3": "B-ATTACK_SOPHISTICATION_LEVEL",
    "4": "B-ATTACK_TOOL",
    "5": "B-CAMPAIGN",
    "6": "B-COURSE_OF_ACTION",
    "7": "B-GENERAL_IDENTITY",
    "8": "B-GENERAL_TOOL",
    "9": "B-IMPACT",
    "10": "B-INDICATOR",
    "11": "B-INFRASTRUCTURE",
    "12": "B-INTRUSION_SET",
    "13": "B-LOCATION",
    "14": "B-MALWARE",
    "15": "B-MALWARE_ANALYSIS",
    "16": "B-OBSERVED_DATA",
    "17": "B-THREAT_ACTOR",
    "18": "B-VICTIM_IDENTITY",
    "19": "B-VULNERABILITY",
    "20": "I-ATTACK_MOTIVATION",
    "21": "I-ATTACK_PATTERN",
    "22": "I-ATTACK_RESOURCE_LEVEL",
    "23": "I-ATTACK_SOPHISTICATION_LEVEL",
    "24": "I-ATTACK_TOOL",
    "25": "I-CAMPAIGN",
    "26": "I-COURSE_OF_ACTION",
    "27": "I-GENERAL_IDENTITY",
    "28": "I-GENERAL_TOOL",
    "29": "I-IMPACT",
    "30": "I-INDICATOR",
    "31": "I-INFRASTRUCTURE",
    "32": "I-INTRUSION_SET",
    "33": "I-LOCATION",
    "34": "I-MALWARE",
    "35": "I-MALWARE_ANALYSIS",
    "36": "I-OBSERVED_DATA",
    "37": "I-THREAT_ACTOR",
    "38": "I-VICTIM_IDENTITY",
    "39": "I-VULNERABILITY",
    "40": "O"
  },
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  "intermediate_size": 3072,
  "label2id": {
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    "B-ATTACK_SOPHISTICATION_LEVEL": 3,
    "B-ATTACK_TOOL": 4,
    "B-CAMPAIGN": 5,
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    "B-INDICATOR": 10,
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    "B-INTRUSION_SET": 12,
    "B-LOCATION": 13,
    "B-MALWARE": 14,
    "B-MALWARE_ANALYSIS": 15,
    "B-OBSERVED_DATA": 16,
    "B-THREAT_ACTOR": 17,
    "B-VICTIM_IDENTITY": 18,
    "B-VULNERABILITY": 19,
    "I-ATTACK_MOTIVATION": 20,
    "I-ATTACK_PATTERN": 21,
    "I-ATTACK_RESOURCE_LEVEL": 22,
    "I-ATTACK_SOPHISTICATION_LEVEL": 23,
    "I-ATTACK_TOOL": 24,
    "I-CAMPAIGN": 25,
    "I-COURSE_OF_ACTION": 26,
    "I-GENERAL_IDENTITY": 27,
    "I-GENERAL_TOOL": 28,
    "I-IMPACT": 29,
    "I-INDICATOR": 30,
    "I-INFRASTRUCTURE": 31,
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    "I-MALWARE_ANALYSIS": 35,
    "I-OBSERVED_DATA": 36,
    "I-THREAT_ACTOR": 37,
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    "I-VULNERABILITY": 39,
    "O": 40
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.36.0.dev0",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 50265
}