SharpAI
/

mal-tls-bert-base

Text Classification

Transformers

PyTorch

TensorFlow

bert

generated_from_keras_callback

Model card Files Files and versions Community

SharpAI commited on Jul 27, 2022

Commit

73774a4

1 Parent(s): 0cb16fa

add model

Browse files

Files changed (2) hide show

config.json +85 -82
pytorch_model.bin +3 -0

config.json CHANGED Viewed

@@ -1,4 +1,5 @@
 {
   "architectures": [
     "BertForSequenceClassification"
   ],
@@ -6,104 +7,106 @@
   "classifier_dropout": null,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
-  "hidden_size": 264,
   "id2label": {
-    "0": "parite",
-    "1": "cerber",
-    "2": "globeimposter",
-    "3": "angler",
-    "4": "spora",
-    "5": "trickbot",
-    "6": "tofsee",
-    "7": "gandcrab",
-    "8": "fallout",
     "9": "sigma",
-    "10": "remcos",
     "11": "emotet",
-    "12": "gootkit",
-    "13": "zeus-panda",
-    "14": "spelevo",
-    "15": "ursnif",
-    "16": "locky",
-    "17": "azorult",
-    "18": "bankerx",
-    "19": "reposfxg",
-    "20": "dreambot",
-    "21": "miuref",
-    "22": "unclassified",
-    "23": "chthonic",
-    "24": "crypt",
-    "25": "vawtrak",
-    "26": "banload",
-    "27": "hancitor",
-    "28": "qakbot",
-    "29": "nymaim",
-    "30": "ramnit",
-    "31": "dridex",
-    "32": "crthrazy",
-    "33": "neutrino",
-    "34": "rig",
-    "35": "kovter",
-    "36": "icedid",
     "37": "bunitu",
-    "38": "zeus",
-    "39": "upatre",
-    "40": "troldesh",
-    "41": "boleto"
   },
   "initializer_range": 0.02,
-  "intermediate_size": 264,
   "label2id": {
-    "angler": 3,
-    "azorult": 17,
-    "bankerx": 18,
-    "banload": 26,
-    "boleto": 41,
     "bunitu": 37,
-    "cerber": 1,
-    "chthonic": 23,
-    "crthrazy": 32,
-    "crypt": 24,
-    "dreambot": 20,
-    "dridex": 31,
     "emotet": 11,
-    "fallout": 8,
-    "gandcrab": 7,
-    "globeimposter": 2,
-    "gootkit": 12,
-    "hancitor": 27,
-    "icedid": 36,
-    "kovter": 35,
-    "locky": 16,
-    "miuref": 21,
-    "neutrino": 33,
-    "nymaim": 29,
-    "parite": 0,
-    "qakbot": 28,
-    "ramnit": 30,
-    "remcos": 10,
-    "reposfxg": 19,
-    "rig": 34,
     "sigma": 9,
-    "spelevo": 14,
-    "spora": 4,
-    "tofsee": 6,
-    "trickbot": 5,
-    "troldesh": 40,
-    "unclassified": 22,
-    "upatre": 39,
-    "ursnif": 15,
-    "vawtrak": 25,
-    "zeus": 38,
-    "zeus-panda": 13
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 256,
   "model_type": "bert",
-  "num_attention_heads": 12,
-  "num_hidden_layers": 12,
   "pad_token_id": 234,
   "position_embedding_type": "absolute",
   "transformers_version": "4.20.1",
   "type_vocab_size": 2,
   "use_cache": true,

 {
+  "_name_or_path": "SharpAI/mal_tls",
   "architectures": [
     "BertForSequenceClassification"
   ],
   "classifier_dropout": null,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
+  "hidden_size": 256,
   "id2label": {
+    "0": "trickbot",
+    "1": "neutrino",
+    "2": "banload",
+    "3": "crypt",
+    "4": "azorult",
+    "5": "zeus",
+    "6": "cerber",
+    "7": "locky",
+    "8": "gootkit",
     "9": "sigma",
+    "10": "dridex",
     "11": "emotet",
+    "12": "spelevo",
+    "13": "gandcrab",
+    "14": "upatre",
+    "15": "chthonic",
+    "16": "globeimposter",
+    "17": "ursnif",
+    "18": "nymaim",
+    "19": "angler",
+    "20": "vawtrak",
+    "21": "tofsee",
+    "22": "icedid",
+    "23": "boleto",
+    "24": "bankerx",
+    "25": "hancitor",
+    "26": "spora",
+    "27": "fallout",
+    "28": "crthrazy",
+    "29": "dreambot",
+    "30": "qakbot",
+    "31": "kovter",
+    "32": "unclassified",
+    "33": "zeus-panda",
+    "34": "ramnit",
+    "35": "troldesh",
+    "36": "remcos",
     "37": "bunitu",
+    "38": "rig",
+    "39": "parite",
+    "40": "reposfxg",
+    "41": "miuref"
   },
   "initializer_range": 0.02,
+  "intermediate_size": 256,
   "label2id": {
+    "angler": 19,
+    "azorult": 4,
+    "bankerx": 24,
+    "banload": 2,
+    "boleto": 23,
     "bunitu": 37,
+    "cerber": 6,
+    "chthonic": 15,
+    "crthrazy": 28,
+    "crypt": 3,
+    "dreambot": 29,
+    "dridex": 10,
     "emotet": 11,
+    "fallout": 27,
+    "gandcrab": 13,
+    "globeimposter": 16,
+    "gootkit": 8,
+    "hancitor": 25,
+    "icedid": 22,
+    "kovter": 31,
+    "locky": 7,
+    "miuref": 41,
+    "neutrino": 1,
+    "nymaim": 18,
+    "parite": 39,
+    "qakbot": 30,
+    "ramnit": 34,
+    "remcos": 36,
+    "reposfxg": 40,
+    "rig": 38,
     "sigma": 9,
+    "spelevo": 12,
+    "spora": 26,
+    "tofsee": 21,
+    "trickbot": 0,
+    "troldesh": 35,
+    "unclassified": 32,
+    "upatre": 14,
+    "ursnif": 17,
+    "vawtrak": 20,
+    "zeus": 5,
+    "zeus-panda": 33
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 256,
   "model_type": "bert",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 24,
   "pad_token_id": 234,
   "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
   "transformers_version": "4.20.1",
   "type_vocab_size": 2,
   "use_cache": true,

pytorch_model.bin ADDED Viewed

	@@ -0,0 +1,3 @@

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