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  1. README.md +47 -0
  2. config.json +111 -0
  3. tf_model.h5 +3 -0
README.md ADDED
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+ ---
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+ tags:
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+ - generated_from_keras_callback
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+ model-index:
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+ - name: mal_tls-bert-base
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information Keras had access to. You should
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+ probably proofread and complete it, then remove this comment. -->
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+
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+ # mal_tls-bert-base
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+
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+ This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - optimizer: None
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+ - training_precision: float32
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.20.1
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+ - TensorFlow 2.6.4
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+ - Datasets 2.1.0
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+ - Tokenizers 0.12.1
config.json ADDED
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+ {
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 264,
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+ "id2label": {
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+ "0": "parite",
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+ "1": "cerber",
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+ "2": "globeimposter",
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+ "3": "angler",
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+ "4": "spora",
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+ "5": "trickbot",
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+ "6": "tofsee",
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+ "7": "gandcrab",
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+ "8": "fallout",
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+ "9": "sigma",
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+ "10": "remcos",
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+ "11": "emotet",
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+ "12": "gootkit",
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+ "13": "zeus-panda",
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+ "14": "spelevo",
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+ "15": "ursnif",
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+ "16": "locky",
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+ "17": "azorult",
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+ "18": "bankerx",
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+ "19": "reposfxg",
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+ "20": "dreambot",
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+ "21": "miuref",
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+ "22": "unclassified",
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+ "23": "chthonic",
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+ "24": "crypt",
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+ "25": "vawtrak",
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+ "26": "banload",
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+ "27": "hancitor",
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+ "28": "qakbot",
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+ "29": "nymaim",
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+ "30": "ramnit",
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+ "31": "dridex",
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+ "32": "crthrazy",
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+ "33": "neutrino",
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+ "34": "rig",
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+ "35": "kovter",
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+ "36": "icedid",
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+ "37": "bunitu",
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+ "38": "zeus",
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+ "39": "upatre",
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+ "40": "troldesh",
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+ "41": "boleto"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 264,
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+ "label2id": {
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+ "angler": 3,
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+ "azorult": 17,
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+ "bankerx": 18,
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+ "banload": 26,
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+ "boleto": 41,
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+ "bunitu": 37,
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+ "cerber": 1,
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+ "chthonic": 23,
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+ "crthrazy": 32,
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+ "crypt": 24,
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+ "dreambot": 20,
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+ "dridex": 31,
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+ "emotet": 11,
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+ "fallout": 8,
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+ "gandcrab": 7,
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+ "globeimposter": 2,
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+ "gootkit": 12,
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+ "hancitor": 27,
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+ "icedid": 36,
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+ "kovter": 35,
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+ "locky": 16,
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+ "miuref": 21,
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+ "neutrino": 33,
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+ "nymaim": 29,
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+ "parite": 0,
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+ "qakbot": 28,
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+ "ramnit": 30,
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+ "remcos": 10,
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+ "reposfxg": 19,
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+ "rig": 34,
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+ "sigma": 9,
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+ "spelevo": 14,
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+ "spora": 4,
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+ "tofsee": 6,
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+ "trickbot": 5,
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+ "troldesh": 40,
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+ "unclassified": 22,
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+ "upatre": 39,
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+ "ursnif": 15,
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+ "vawtrak": 25,
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+ "zeus": 38,
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+ "zeus-panda": 13
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 256,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 234,
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+ "position_embedding_type": "absolute",
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+ "transformers_version": "4.20.1",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 237
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+ }
tf_model.h5 ADDED
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+ size 21380728