add model
Browse files- README.md +2 -2
- config.json +86 -89
- tf_model.h5 +2 -2
README.md
CHANGED
@@ -2,14 +2,14 @@
|
|
2 |
tags:
|
3 |
- generated_from_keras_callback
|
4 |
model-index:
|
5 |
-
- name:
|
6 |
results: []
|
7 |
---
|
8 |
|
9 |
<!-- This model card has been generated automatically according to the information Keras had access to. You should
|
10 |
probably proofread and complete it, then remove this comment. -->
|
11 |
|
12 |
-
#
|
13 |
|
14 |
This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
|
15 |
It achieves the following results on the evaluation set:
|
|
|
2 |
tags:
|
3 |
- generated_from_keras_callback
|
4 |
model-index:
|
5 |
+
- name: mal-tls-bert-large
|
6 |
results: []
|
7 |
---
|
8 |
|
9 |
<!-- This model card has been generated automatically according to the information Keras had access to. You should
|
10 |
probably proofread and complete it, then remove this comment. -->
|
11 |
|
12 |
+
# mal-tls-bert-large
|
13 |
|
14 |
This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
|
15 |
It achieves the following results on the evaluation set:
|
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":
|
11 |
"id2label": {
|
12 |
-
"0": "
|
13 |
-
"1": "
|
14 |
-
"2": "
|
15 |
-
"3": "
|
16 |
-
"4": "
|
17 |
-
"5": "
|
18 |
-
"6": "
|
19 |
-
"7": "
|
20 |
-
"8": "
|
21 |
-
"9": "
|
22 |
-
"10": "
|
23 |
-
"11": "
|
24 |
-
"12": "
|
25 |
-
"13": "
|
26 |
-
"14": "
|
27 |
-
"15": "
|
28 |
-
"16": "
|
29 |
"17": "ursnif",
|
30 |
-
"18": "
|
31 |
-
"19": "
|
32 |
-
"20": "
|
33 |
-
"21": "
|
34 |
-
"22": "
|
35 |
-
"23": "
|
36 |
-
"24": "
|
37 |
-
"25": "
|
38 |
-
"26": "
|
39 |
-
"27": "
|
40 |
-
"28": "
|
41 |
-
"29": "
|
42 |
-
"30": "
|
43 |
-
"31": "
|
44 |
-
"32": "
|
45 |
-
"33": "
|
46 |
-
"34": "
|
47 |
-
"35": "
|
48 |
-
"36": "
|
49 |
-
"37": "
|
50 |
-
"38": "
|
51 |
-
"39": "
|
52 |
-
"40": "
|
53 |
-
"41": "
|
54 |
},
|
55 |
"initializer_range": 0.02,
|
56 |
-
"intermediate_size":
|
57 |
"label2id": {
|
58 |
-
"angler":
|
59 |
-
"azorult":
|
60 |
-
"bankerx":
|
61 |
-
"banload":
|
62 |
-
"boleto":
|
63 |
-
"bunitu":
|
64 |
-
"cerber":
|
65 |
-
"chthonic":
|
66 |
-
"crthrazy":
|
67 |
-
"crypt":
|
68 |
-
"dreambot":
|
69 |
-
"dridex":
|
70 |
-
"emotet":
|
71 |
-
"fallout":
|
72 |
-
"gandcrab":
|
73 |
-
"globeimposter":
|
74 |
-
"gootkit":
|
75 |
-
"hancitor":
|
76 |
-
"icedid":
|
77 |
-
"kovter":
|
78 |
-
"locky":
|
79 |
-
"miuref":
|
80 |
-
"neutrino":
|
81 |
-
"nymaim":
|
82 |
-
"parite":
|
83 |
-
"qakbot":
|
84 |
-
"ramnit":
|
85 |
-
"remcos":
|
86 |
-
"reposfxg":
|
87 |
-
"rig":
|
88 |
-
"sigma":
|
89 |
-
"spelevo":
|
90 |
-
"spora":
|
91 |
-
"tofsee":
|
92 |
-
"trickbot":
|
93 |
-
"troldesh":
|
94 |
-
"unclassified":
|
95 |
-
"upatre":
|
96 |
"ursnif": 17,
|
97 |
-
"vawtrak":
|
98 |
-
"zeus":
|
99 |
-
"zeus-panda":
|
100 |
},
|
101 |
"layer_norm_eps": 1e-12,
|
102 |
-
"max_position_embeddings":
|
103 |
"model_type": "bert",
|
104 |
-
"num_attention_heads":
|
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": "troldesh",
|
12 |
+
"1": "sigma",
|
13 |
+
"2": "emotet",
|
14 |
+
"3": "cerber",
|
15 |
+
"4": "unclassified",
|
16 |
+
"5": "spora",
|
17 |
+
"6": "dreambot",
|
18 |
+
"7": "trickbot",
|
19 |
+
"8": "locky",
|
20 |
+
"9": "hancitor",
|
21 |
+
"10": "miuref",
|
22 |
+
"11": "neutrino",
|
23 |
+
"12": "globeimposter",
|
24 |
+
"13": "gootkit",
|
25 |
+
"14": "nymaim",
|
26 |
+
"15": "gandcrab",
|
27 |
+
"16": "boleto",
|
28 |
"17": "ursnif",
|
29 |
+
"18": "banload",
|
30 |
+
"19": "tofsee",
|
31 |
+
"20": "spelevo",
|
32 |
+
"21": "reposfxg",
|
33 |
+
"22": "zeus",
|
34 |
+
"23": "zeus-panda",
|
35 |
+
"24": "parite",
|
36 |
+
"25": "chthonic",
|
37 |
+
"26": "remcos",
|
38 |
+
"27": "angler",
|
39 |
+
"28": "bankerx",
|
40 |
+
"29": "ramnit",
|
41 |
+
"30": "rig",
|
42 |
+
"31": "dridex",
|
43 |
+
"32": "crthrazy",
|
44 |
+
"33": "icedid",
|
45 |
+
"34": "azorult",
|
46 |
+
"35": "upatre",
|
47 |
+
"36": "bunitu",
|
48 |
+
"37": "crypt",
|
49 |
+
"38": "fallout",
|
50 |
+
"39": "qakbot",
|
51 |
+
"40": "vawtrak",
|
52 |
+
"41": "kovter"
|
53 |
},
|
54 |
"initializer_range": 0.02,
|
55 |
+
"intermediate_size": 264,
|
56 |
"label2id": {
|
57 |
+
"angler": 27,
|
58 |
+
"azorult": 34,
|
59 |
+
"bankerx": 28,
|
60 |
+
"banload": 18,
|
61 |
+
"boleto": 16,
|
62 |
+
"bunitu": 36,
|
63 |
+
"cerber": 3,
|
64 |
+
"chthonic": 25,
|
65 |
+
"crthrazy": 32,
|
66 |
+
"crypt": 37,
|
67 |
+
"dreambot": 6,
|
68 |
+
"dridex": 31,
|
69 |
+
"emotet": 2,
|
70 |
+
"fallout": 38,
|
71 |
+
"gandcrab": 15,
|
72 |
+
"globeimposter": 12,
|
73 |
+
"gootkit": 13,
|
74 |
+
"hancitor": 9,
|
75 |
+
"icedid": 33,
|
76 |
+
"kovter": 41,
|
77 |
+
"locky": 8,
|
78 |
+
"miuref": 10,
|
79 |
+
"neutrino": 11,
|
80 |
+
"nymaim": 14,
|
81 |
+
"parite": 24,
|
82 |
+
"qakbot": 39,
|
83 |
+
"ramnit": 29,
|
84 |
+
"remcos": 26,
|
85 |
+
"reposfxg": 21,
|
86 |
+
"rig": 30,
|
87 |
+
"sigma": 1,
|
88 |
+
"spelevo": 20,
|
89 |
+
"spora": 5,
|
90 |
+
"tofsee": 19,
|
91 |
+
"trickbot": 7,
|
92 |
+
"troldesh": 0,
|
93 |
+
"unclassified": 4,
|
94 |
+
"upatre": 35,
|
95 |
"ursnif": 17,
|
96 |
+
"vawtrak": 40,
|
97 |
+
"zeus": 22,
|
98 |
+
"zeus-panda": 23
|
99 |
},
|
100 |
"layer_norm_eps": 1e-12,
|
101 |
+
"max_position_embeddings": 264,
|
102 |
"model_type": "bert",
|
103 |
+
"num_attention_heads": 12,
|
104 |
"num_hidden_layers": 24,
|
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 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:03e53206da1d577f59079c614e118dd1b8124b34dcdc1a3b12e6b0ff23fa445b
|
3 |
+
size 41893968
|