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SharpAI
/
mal-tls-bert-base

Text Classification
Transformers
PyTorch
TensorFlow
bert
generated_from_keras_callback
Model card Files Community
1
SharpAI commited on
Commit
371c121
·
1 Parent(s): 73774a4

add model

Browse files
Files changed (2) hide show
  1. config.json +86 -89
  2. tf_model.h5 +1 -1
config.json CHANGED
@@ -1,5 +1,4 @@
1
  {
2
- "_name_or_path": "SharpAI/mal_tls",
3
  "architectures": [
4
  "BertForSequenceClassification"
5
  ],
@@ -7,106 +6,104 @@
7
  "classifier_dropout": null,
8
  "hidden_act": "gelu",
9
  "hidden_dropout_prob": 0.1,
10
- "hidden_size": 256,
11
  "id2label": {
12
- "0": "trickbot",
13
- "1": "neutrino",
14
- "2": "banload",
15
- "3": "crypt",
16
- "4": "azorult",
17
- "5": "zeus",
18
- "6": "cerber",
19
- "7": "locky",
20
- "8": "gootkit",
21
- "9": "sigma",
22
- "10": "dridex",
23
- "11": "emotet",
24
- "12": "spelevo",
25
- "13": "gandcrab",
26
- "14": "upatre",
27
- "15": "chthonic",
28
- "16": "globeimposter",
29
- "17": "ursnif",
30
- "18": "nymaim",
31
- "19": "angler",
32
- "20": "vawtrak",
33
- "21": "tofsee",
34
- "22": "icedid",
35
- "23": "boleto",
36
- "24": "bankerx",
37
- "25": "hancitor",
38
- "26": "spora",
39
- "27": "fallout",
40
- "28": "crthrazy",
41
- "29": "dreambot",
42
- "30": "qakbot",
43
- "31": "kovter",
44
- "32": "unclassified",
45
- "33": "zeus-panda",
46
- "34": "ramnit",
47
- "35": "troldesh",
48
- "36": "remcos",
49
- "37": "bunitu",
50
- "38": "rig",
51
- "39": "parite",
52
  "40": "reposfxg",
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- "41": "miuref"
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  },
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  "initializer_range": 0.02,
56
- "intermediate_size": 256,
57
  "label2id": {
58
- "angler": 19,
59
- "azorult": 4,
60
- "bankerx": 24,
61
- "banload": 2,
62
- "boleto": 23,
63
- "bunitu": 37,
64
- "cerber": 6,
65
- "chthonic": 15,
66
- "crthrazy": 28,
67
- "crypt": 3,
68
- "dreambot": 29,
69
- "dridex": 10,
70
- "emotet": 11,
71
- "fallout": 27,
72
- "gandcrab": 13,
73
- "globeimposter": 16,
74
- "gootkit": 8,
75
- "hancitor": 25,
76
- "icedid": 22,
77
- "kovter": 31,
78
- "locky": 7,
79
- "miuref": 41,
80
- "neutrino": 1,
81
- "nymaim": 18,
82
- "parite": 39,
83
- "qakbot": 30,
84
- "ramnit": 34,
85
- "remcos": 36,
86
  "reposfxg": 40,
87
- "rig": 38,
88
- "sigma": 9,
89
- "spelevo": 12,
90
- "spora": 26,
91
- "tofsee": 21,
92
- "trickbot": 0,
93
- "troldesh": 35,
94
- "unclassified": 32,
95
- "upatre": 14,
96
- "ursnif": 17,
97
- "vawtrak": 20,
98
- "zeus": 5,
99
- "zeus-panda": 33
100
  },
101
  "layer_norm_eps": 1e-12,
102
  "max_position_embeddings": 256,
103
  "model_type": "bert",
104
- "num_attention_heads": 8,
105
- "num_hidden_layers": 24,
106
  "pad_token_id": 234,
107
  "position_embedding_type": "absolute",
108
- "problem_type": "single_label_classification",
109
- "torch_dtype": "float32",
110
  "transformers_version": "4.20.1",
111
  "type_vocab_size": 2,
112
  "use_cache": true,
 
1
  {
 
2
  "architectures": [
3
  "BertForSequenceClassification"
4
  ],
 
6
  "classifier_dropout": null,
7
  "hidden_act": "gelu",
8
  "hidden_dropout_prob": 0.1,
9
+ "hidden_size": 264,
10
  "id2label": {
11
+ "0": "kovter",
12
+ "1": "trickbot",
13
+ "2": "crypt",
14
+ "3": "banload",
15
+ "4": "ramnit",
16
+ "5": "spelevo",
17
+ "6": "unclassified",
18
+ "7": "nymaim",
19
+ "8": "ursnif",
20
+ "9": "azorult",
21
+ "10": "tofsee",
22
+ "11": "angler",
23
+ "12": "bunitu",
24
+ "13": "bankerx",
25
+ "14": "globeimposter",
26
+ "15": "qakbot",
27
+ "16": "emotet",
28
+ "17": "parite",
29
+ "18": "crthrazy",
30
+ "19": "troldesh",
31
+ "20": "icedid",
32
+ "21": "locky",
33
+ "22": "remcos",
34
+ "23": "cerber",
35
+ "24": "vawtrak",
36
+ "25": "dridex",
37
+ "26": "gandcrab",
38
+ "27": "dreambot",
39
+ "28": "rig",
40
+ "29": "zeus-panda",
41
+ "30": "hancitor",
42
+ "31": "spora",
43
+ "32": "miuref",
44
+ "33": "upatre",
45
+ "34": "chthonic",
46
+ "35": "zeus",
47
+ "36": "sigma",
48
+ "37": "fallout",
49
+ "38": "boleto",
50
+ "39": "neutrino",
51
  "40": "reposfxg",
52
+ "41": "gootkit"
53
  },
54
  "initializer_range": 0.02,
55
+ "intermediate_size": 264,
56
  "label2id": {
57
+ "angler": 11,
58
+ "azorult": 9,
59
+ "bankerx": 13,
60
+ "banload": 3,
61
+ "boleto": 38,
62
+ "bunitu": 12,
63
+ "cerber": 23,
64
+ "chthonic": 34,
65
+ "crthrazy": 18,
66
+ "crypt": 2,
67
+ "dreambot": 27,
68
+ "dridex": 25,
69
+ "emotet": 16,
70
+ "fallout": 37,
71
+ "gandcrab": 26,
72
+ "globeimposter": 14,
73
+ "gootkit": 41,
74
+ "hancitor": 30,
75
+ "icedid": 20,
76
+ "kovter": 0,
77
+ "locky": 21,
78
+ "miuref": 32,
79
+ "neutrino": 39,
80
+ "nymaim": 7,
81
+ "parite": 17,
82
+ "qakbot": 15,
83
+ "ramnit": 4,
84
+ "remcos": 22,
85
  "reposfxg": 40,
86
+ "rig": 28,
87
+ "sigma": 36,
88
+ "spelevo": 5,
89
+ "spora": 31,
90
+ "tofsee": 10,
91
+ "trickbot": 1,
92
+ "troldesh": 19,
93
+ "unclassified": 6,
94
+ "upatre": 33,
95
+ "ursnif": 8,
96
+ "vawtrak": 24,
97
+ "zeus": 35,
98
+ "zeus-panda": 29
99
  },
100
  "layer_norm_eps": 1e-12,
101
  "max_position_embeddings": 256,
102
  "model_type": "bert",
103
+ "num_attention_heads": 12,
104
+ "num_hidden_layers": 12,
105
  "pad_token_id": 234,
106
  "position_embedding_type": "absolute",
 
 
107
  "transformers_version": "4.20.1",
108
  "type_vocab_size": 2,
109
  "use_cache": true,
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
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  size 21380728
 
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  size 21380728