Thibault Simonetto commited on
Commit ·
b6f2ac4
1
Parent(s): 3332c99
Malware Dataset
Browse files- malware/stg_malware_default.model/args.json +32 -0
- malware/stg_malware_default.model/weights.pt +3 -0
- malware/stg_malware_dist.model/args.json +32 -0
- malware/stg_malware_dist.model/weights.pt +3 -0
- malware/stg_malware_madry.model/args.json +32 -0
- malware/stg_malware_madry.model/weights.pt +3 -0
- malware/stg_malware_subset.model/args.json +32 -0
- malware/stg_malware_subset.model/weights.pt +3 -0
- malware/tabnet_malware_default.model/args.json +34 -0
- malware/tabnet_malware_default.model/weights.pt +3 -0
- malware/tabnet_malware_dist.model/args.json +34 -0
- malware/tabnet_malware_dist.model/weights.pt +3 -0
- malware/tabnet_malware_madry.model/args.json +34 -0
- malware/tabnet_malware_madry.model/weights.pt +3 -0
- malware/tabnet_malware_subset.model/args.json +34 -0
- malware/tabnet_malware_subset.model/weights.pt +3 -0
- malware/tabtransformer_malware_default.model/args.json +27 -0
- malware/tabtransformer_malware_default.model/weights.pt +3 -0
- malware/tabtransformer_malware_dist.model/args.json +27 -0
- malware/tabtransformer_malware_dist.model/weights.pt +3 -0
- malware/tabtransformer_malware_madry.model/args.json +27 -0
- malware/tabtransformer_malware_madry.model/weights.pt +3 -0
- malware/tabtransformer_malware_subset.model/args.json +27 -0
- malware/tabtransformer_malware_subset.model/weights.pt +3 -0
- malware/torchrln_malware_default.model/args.json +30 -0
- malware/torchrln_malware_default.model/weights.pt +3 -0
- malware/torchrln_malware_dist.model/args.json +30 -0
- malware/torchrln_malware_dist.model/weights.pt +3 -0
- malware/torchrln_malware_madry.model/args.json +30 -0
- malware/torchrln_malware_madry.model/weights.pt +3 -0
- malware/torchrln_malware_subset.model/args.json +30 -0
- malware/torchrln_malware_subset.model/weights.pt +3 -0
- malware/vime_malware_default.model/args.json +30 -0
- malware/vime_malware_default.model/semi_weights.pt +3 -0
- malware/vime_malware_default.model/weights.pt +3 -0
- malware/vime_malware_dist.model/args.json +30 -0
- malware/vime_malware_dist.model/semi_weights.pt +3 -0
- malware/vime_malware_dist.model/weights.pt +3 -0
- malware/vime_malware_madry.model/args.json +30 -0
- malware/vime_malware_madry.model/semi_weights.pt +3 -0
- malware/vime_malware_madry.model/weights.pt +3 -0
- malware/vime_malware_subset.model/args.json +30 -0
- malware/vime_malware_subset.model/semi_weights.pt +3 -0
- malware/vime_malware_subset.model/weights.pt +3 -0
malware/stg_malware_default.model/args.json
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{
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"name": "stg",
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"objective": "classification",
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"batch_size": 1024,
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"epochs": 100,
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"early_stopping_rounds": 100,
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"learning_rate": 0.09855355322884699,
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"val_batch_size": 1024,
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"class_weight": "balanced",
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"weight_decay": -3,
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"force_device": "cuda",
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"is_text": false,
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"lam": 5.8725651364978955,
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"hidden_dims": [
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500,
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500,
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10
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],
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"num_classes": 2,
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"custom_dataloader": "",
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"depth": 12,
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"heads": 2,
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"dropout": 0.5,
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"model_name": "stg",
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"dataset": "malware",
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"num_splits": 5,
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"seed": 42,
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"shuffle": true,
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"metrics": [
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"auc"
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]
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}
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malware/stg_malware_default.model/weights.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa731b2aa1f3b55cb829352ac7d3168e3ef3b3ba7592f56609de9b49000de272
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size 49568391
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malware/stg_malware_dist.model/args.json
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{
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"name": "stg",
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"objective": "classification",
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"batch_size": 1024,
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"epochs": 100,
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"early_stopping_rounds": 100,
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"learning_rate": 0.09855355322884699,
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"val_batch_size": 1024,
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"class_weight": "balanced",
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"weight_decay": -3,
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"force_device": "cuda",
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"is_text": false,
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"lam": 5.8725651364978955,
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"hidden_dims": [
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500,
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500,
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10
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],
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"num_classes": 2,
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"custom_dataloader": "",
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"depth": 12,
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"heads": 2,
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"dropout": 0.5,
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"model_name": "stg",
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"dataset": "malware",
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"num_splits": 5,
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"seed": 42,
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"shuffle": true,
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"metrics": [
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"auc"
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]
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}
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malware/stg_malware_dist.model/weights.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:74985c825ee2c5b530413b5732de753b53c365d38f92d781d0a212628ebb3dd4
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size 49568391
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malware/stg_malware_madry.model/args.json
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{
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"name": "stg",
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"objective": "classification",
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"batch_size": 1024,
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"epochs": 100,
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"early_stopping_rounds": 100,
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"learning_rate": 0.09855355322884699,
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| 8 |
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"val_batch_size": 1024,
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"class_weight": "balanced",
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"weight_decay": -3,
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"force_device": "cuda",
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"is_text": false,
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"lam": 5.8725651364978955,
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"hidden_dims": [
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500,
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500,
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+
10
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],
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"num_classes": 2,
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"custom_dataloader": "",
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"depth": 12,
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"heads": 2,
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| 23 |
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"dropout": 0.5,
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| 24 |
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"model_name": "stg",
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"dataset": "malware",
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| 26 |
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"num_splits": 5,
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| 27 |
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"seed": 42,
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| 28 |
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"shuffle": true,
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| 29 |
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"metrics": [
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"auc"
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]
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}
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malware/stg_malware_madry.model/weights.pt
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:638f264a8924b8aa94b6c8bcdbefff8127f89a5cdd4a630a6ae7dfb4e59f48fe
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+
size 49568391
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malware/stg_malware_subset.model/args.json
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{
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"name": "stg",
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"objective": "classification",
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"batch_size": 1024,
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| 5 |
+
"epochs": 100,
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| 6 |
+
"early_stopping_rounds": 100,
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| 7 |
+
"learning_rate": 0.09855355322884699,
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| 8 |
+
"val_batch_size": 1024,
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| 9 |
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"class_weight": "balanced",
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| 10 |
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"weight_decay": -3,
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| 11 |
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"force_device": "cuda",
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| 12 |
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"is_text": false,
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| 13 |
+
"lam": 5.8725651364978955,
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| 14 |
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"hidden_dims": [
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500,
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| 16 |
+
500,
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+
10
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],
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| 19 |
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"num_classes": 2,
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| 20 |
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"custom_dataloader": "",
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| 21 |
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"depth": 12,
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| 22 |
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"heads": 2,
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| 23 |
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"dropout": 0.5,
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| 24 |
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"model_name": "stg",
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| 25 |
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"dataset": "malware",
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| 26 |
+
"num_splits": 5,
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| 27 |
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"seed": 42,
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| 28 |
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"shuffle": true,
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| 29 |
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"metrics": [
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| 30 |
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"auc"
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]
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}
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malware/stg_malware_subset.model/weights.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:e3188d5a6ae9072a8a2f8883017ab1a86ab584b617af4cff8667f7ef979d9352
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size 49568391
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malware/tabnet_malware_default.model/args.json
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{
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"name": "tabnet",
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"objective": "classification",
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| 4 |
+
"batch_size": 1024,
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| 5 |
+
"epochs": 100,
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| 6 |
+
"early_stopping_rounds": 100,
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| 7 |
+
"learning_rate": -3,
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| 8 |
+
"val_batch_size": 1024,
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| 9 |
+
"class_weight": "balanced",
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| 10 |
+
"weight_decay": -3,
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| 11 |
+
"force_device": "cuda",
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| 12 |
+
"is_text": false,
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| 13 |
+
"num_classes": 2,
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| 14 |
+
"n_d": 11,
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| 15 |
+
"n_steps": 3,
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| 16 |
+
"gamma": 1.582741958275748,
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| 17 |
+
"cat_emb_dim": 3,
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| 18 |
+
"n_independent": 3,
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| 19 |
+
"n_shared": 4,
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| 20 |
+
"momentum": 0.2060205097281453,
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| 21 |
+
"mask_type": "entmax",
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| 22 |
+
"custom_dataloader": "",
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| 23 |
+
"depth": 12,
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| 24 |
+
"heads": 2,
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| 25 |
+
"dropout": 0.5,
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| 26 |
+
"model_name": "tabnet",
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| 27 |
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"dataset": "malware",
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| 28 |
+
"num_splits": 5,
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| 29 |
+
"seed": 42,
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| 30 |
+
"shuffle": true,
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| 31 |
+
"metrics": [
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| 32 |
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"auc"
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| 33 |
+
]
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| 34 |
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}
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malware/tabnet_malware_default.model/weights.pt
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+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:f03dbeec52796664768f500e6b4aeb3419c3b927abc13f3de139897ed9808473
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| 3 |
+
size 9551119
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malware/tabnet_malware_dist.model/args.json
ADDED
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@@ -0,0 +1,34 @@
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+
{
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| 2 |
+
"name": "tabnet",
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| 3 |
+
"objective": "classification",
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| 4 |
+
"batch_size": 1024,
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| 5 |
+
"epochs": 100,
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| 6 |
+
"early_stopping_rounds": 100,
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| 7 |
+
"learning_rate": -3,
|
| 8 |
+
"val_batch_size": 1024,
|
| 9 |
+
"class_weight": "balanced",
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| 10 |
+
"weight_decay": -3,
|
| 11 |
+
"force_device": "cuda",
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| 12 |
+
"is_text": false,
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| 13 |
+
"num_classes": 2,
|
| 14 |
+
"n_d": 11,
|
| 15 |
+
"n_steps": 3,
|
| 16 |
+
"gamma": 1.582741958275748,
|
| 17 |
+
"cat_emb_dim": 3,
|
| 18 |
+
"n_independent": 3,
|
| 19 |
+
"n_shared": 4,
|
| 20 |
+
"momentum": 0.2060205097281453,
|
| 21 |
+
"mask_type": "entmax",
|
| 22 |
+
"custom_dataloader": "",
|
| 23 |
+
"depth": 12,
|
| 24 |
+
"heads": 2,
|
| 25 |
+
"dropout": 0.5,
|
| 26 |
+
"model_name": "tabnet",
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| 27 |
+
"dataset": "malware",
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| 28 |
+
"num_splits": 5,
|
| 29 |
+
"seed": 42,
|
| 30 |
+
"shuffle": true,
|
| 31 |
+
"metrics": [
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| 32 |
+
"auc"
|
| 33 |
+
]
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| 34 |
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}
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malware/tabnet_malware_dist.model/weights.pt
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:911c44249ca04e446345a2d0037611dfc011329a2d451886966dd8df296dc585
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| 3 |
+
size 9551119
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malware/tabnet_malware_madry.model/args.json
ADDED
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@@ -0,0 +1,34 @@
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|
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| 27 |
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| 28 |
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malware/tabnet_malware_madry.model/weights.pt
ADDED
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size 9551119
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malware/tabnet_malware_subset.model/args.json
ADDED
|
@@ -0,0 +1,34 @@
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|
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| 24 |
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| 27 |
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| 28 |
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| 29 |
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|
| 30 |
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| 31 |
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| 32 |
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|
| 33 |
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| 34 |
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|
malware/tabnet_malware_subset.model/weights.pt
ADDED
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size 9551119
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malware/tabtransformer_malware_default.model/args.json
ADDED
|
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| 20 |
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| 21 |
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| 25 |
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|
| 26 |
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malware/tabtransformer_malware_default.model/weights.pt
ADDED
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malware/tabtransformer_malware_dist.model/args.json
ADDED
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@@ -0,0 +1,27 @@
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 25 |
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| 26 |
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| 27 |
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malware/tabtransformer_malware_dist.model/weights.pt
ADDED
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malware/tabtransformer_malware_madry.model/args.json
ADDED
|
@@ -0,0 +1,27 @@
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| 19 |
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| 20 |
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| 21 |
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| 25 |
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|
| 26 |
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| 27 |
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malware/tabtransformer_malware_madry.model/weights.pt
ADDED
|
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malware/tabtransformer_malware_subset.model/args.json
ADDED
|
@@ -0,0 +1,27 @@
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|
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 25 |
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|
| 26 |
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|
| 27 |
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malware/tabtransformer_malware_subset.model/weights.pt
ADDED
|
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| 3 |
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size 1467357412
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malware/torchrln_malware_default.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
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| 7 |
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|
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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"model_name": "torchrln",
|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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"metrics": [
|
| 28 |
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"auc"
|
| 29 |
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|
| 30 |
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|
malware/torchrln_malware_default.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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| 3 |
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size 5733335
|
malware/torchrln_malware_dist.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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| 5 |
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|
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|
| 7 |
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|
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/torchrln_malware_dist.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 5733399
|
malware/torchrln_malware_madry.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "torchrln",
|
| 3 |
+
"objective": "classification",
|
| 4 |
+
"batch_size": 1024,
|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
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"learning_rate": 0.0008814965242633743,
|
| 8 |
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"val_batch_size": 2048,
|
| 9 |
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"class_weight": "balanced",
|
| 10 |
+
"weight_decay": 0,
|
| 11 |
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"force_device": "cpu",
|
| 12 |
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"is_text": false,
|
| 13 |
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|
| 14 |
+
"n_layers": 2,
|
| 15 |
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"hidden_dim": 59,
|
| 16 |
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"norm": 2,
|
| 17 |
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"theta": -9,
|
| 18 |
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"custom_dataloader": "",
|
| 19 |
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"depth": 12,
|
| 20 |
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"heads": 2,
|
| 21 |
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"dropout": 0.5,
|
| 22 |
+
"model_name": "torchrln",
|
| 23 |
+
"dataset": "malware",
|
| 24 |
+
"num_splits": 5,
|
| 25 |
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"seed": 42,
|
| 26 |
+
"shuffle": true,
|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/torchrln_malware_madry.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 5733335
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malware/torchrln_malware_subset.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
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|
|
|
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|
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|
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|
|
| 1 |
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{
|
| 2 |
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"name": "torchrln",
|
| 3 |
+
"objective": "classification",
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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"learning_rate": 0.0008814965242633743,
|
| 8 |
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|
| 9 |
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"class_weight": "balanced",
|
| 10 |
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|
| 11 |
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"force_device": "cuda",
|
| 12 |
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"is_text": false,
|
| 13 |
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|
| 14 |
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"n_layers": 2,
|
| 15 |
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"hidden_dim": 59,
|
| 16 |
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"norm": 2,
|
| 17 |
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"theta": -9,
|
| 18 |
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"custom_dataloader": "",
|
| 19 |
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"depth": 12,
|
| 20 |
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"heads": 2,
|
| 21 |
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"dropout": 0.5,
|
| 22 |
+
"model_name": "torchrln",
|
| 23 |
+
"dataset": "malware",
|
| 24 |
+
"num_splits": 5,
|
| 25 |
+
"seed": 42,
|
| 26 |
+
"shuffle": true,
|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/torchrln_malware_subset.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 5733399
|
malware/vime_malware_default.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "saint",
|
| 3 |
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"objective": "classification",
|
| 4 |
+
"batch_size": 128,
|
| 5 |
+
"epochs": 100,
|
| 6 |
+
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|
| 7 |
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"learning_rate": -3,
|
| 8 |
+
"val_batch_size": 128,
|
| 9 |
+
"class_weight": "balanced",
|
| 10 |
+
"weight_decay": -3,
|
| 11 |
+
"force_device": "cuda",
|
| 12 |
+
"is_text": false,
|
| 13 |
+
"num_classes": 2,
|
| 14 |
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"p_m": 0.3,
|
| 15 |
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"K": 3,
|
| 16 |
+
"alpha": 2,
|
| 17 |
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"beta": 1,
|
| 18 |
+
"custom_dataloader": "",
|
| 19 |
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"depth": 12,
|
| 20 |
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"heads": 2,
|
| 21 |
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"dropout": 0.5,
|
| 22 |
+
"model_name": "vime",
|
| 23 |
+
"dataset": "malware",
|
| 24 |
+
"num_splits": 5,
|
| 25 |
+
"seed": 42,
|
| 26 |
+
"shuffle": true,
|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/vime_malware_default.model/semi_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 9855169
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malware/vime_malware_default.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 7040756367
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malware/vime_malware_dist.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
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|
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|
|
| 1 |
+
{
|
| 2 |
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"name": "saint",
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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"class_weight": "balanced",
|
| 10 |
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"weight_decay": -3,
|
| 11 |
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"force_device": "cuda",
|
| 12 |
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"is_text": false,
|
| 13 |
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"num_classes": 2,
|
| 14 |
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"p_m": 0.3,
|
| 15 |
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"K": 3,
|
| 16 |
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"alpha": 2,
|
| 17 |
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"beta": 1,
|
| 18 |
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"custom_dataloader": "",
|
| 19 |
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"depth": 12,
|
| 20 |
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"heads": 2,
|
| 21 |
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"dropout": 0.5,
|
| 22 |
+
"model_name": "vime",
|
| 23 |
+
"dataset": "malware",
|
| 24 |
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|
| 25 |
+
"seed": 42,
|
| 26 |
+
"shuffle": true,
|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/vime_malware_dist.model/semi_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 9855169
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malware/vime_malware_dist.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 7040756367
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malware/vime_malware_madry.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
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|
|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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"class_weight": "balanced",
|
| 10 |
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"weight_decay": -3,
|
| 11 |
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"force_device": "cuda",
|
| 12 |
+
"is_text": false,
|
| 13 |
+
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|
| 14 |
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"p_m": 0.3,
|
| 15 |
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"K": 3,
|
| 16 |
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"alpha": 2,
|
| 17 |
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|
| 18 |
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|
| 19 |
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"depth": 12,
|
| 20 |
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|
| 21 |
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|
| 22 |
+
"model_name": "vime",
|
| 23 |
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"dataset": "malware",
|
| 24 |
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|
| 25 |
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"seed": 42,
|
| 26 |
+
"shuffle": true,
|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/vime_malware_madry.model/semi_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
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| 3 |
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size 9855169
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malware/vime_malware_madry.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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|
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 7040756367
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malware/vime_malware_subset.model/args.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "saint",
|
| 3 |
+
"objective": "classification",
|
| 4 |
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|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
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|
| 8 |
+
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|
| 9 |
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"class_weight": "balanced",
|
| 10 |
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"weight_decay": -3,
|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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"p_m": 0.3,
|
| 15 |
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"K": 3,
|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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"depth": 12,
|
| 20 |
+
"heads": 2,
|
| 21 |
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"dropout": 0.5,
|
| 22 |
+
"model_name": "vime",
|
| 23 |
+
"dataset": "malware",
|
| 24 |
+
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|
| 25 |
+
"seed": 42,
|
| 26 |
+
"shuffle": true,
|
| 27 |
+
"metrics": [
|
| 28 |
+
"auc"
|
| 29 |
+
]
|
| 30 |
+
}
|
malware/vime_malware_subset.model/semi_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
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size 9855169
|
malware/vime_malware_subset.model/weights.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:1fd8b32efc6d04b066ff11341117a11750208c0ba36377dd58977547e94cdfe1
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size 7040756367
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