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Malware Detection on Malware Dataset 2020 (test)
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73.2
F1 Score (AUT, 12m)
TIF
51.88
57.415
62.95
68.485
Feb 7, 2025
F1 Score (AUT, 12m)
Relative Improvement
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score (AUT, 12m)
Relative Improvement
TIF
Feature Space=DeepDreb...
2025.02
73.2
4.57
TIF
Feature Space=Malscan,...
2025.02
72.6
5.68
Drebin + T-stability
Feature Space=Drebin,...
2025.02
72.3
8.72
DeepDrebin
Feature Space=DeepDreb...
2025.02
70
-
DeepDrebin + APIGraph
Feature Space=DeepDreb...
2025.02
69.6
0.57
Malscan
Feature Space=Malscan,...
2025.02
68.7
-
Malscan + Guided Retraining
Feature Space=Malscan,...
2025.02
68.1
0.87
TIF
Feature Space=BERTroid...
2025.02
67.4
7.14
Drebin
Feature Space=Drebin,...
2025.02
66.5
-
BERTroid + Guided Retraining
Feature Space=BERTroid...
2025.02
63.9
2.7
BERTroid
Feature Space=BERTroid...
2025.02
63
-
DeepDrebin + Guided Retraining
Feature Space=DeepDreb...
2025.02
52.7
24.71
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