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Malware Detection on Malware Dataset 2025 (test)
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65.4
AUT(F1, 12m)
TIF
40.648
47.074
53.5
59.926
Feb 7, 2025
AUT(F1, 12m)
Relative Improvement (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUT(F1, 12m)
Relative Improvement (%)
TIF
Feature Space=DeepDreb...
2025.02
65.4
5.03
Drebin + T-stability
Feature Space=Drebin,...
2025.02
63.6
6.86
TIF
Feature Space=Malscan,...
2025.02
63.6
6
DeepDrebin + APIGraph
Feature Space=DeepDreb...
2025.02
61.9
0.01
DeepDrebin
Feature Space=DeepDreb...
2025.02
61.6
-
Malscan
Feature Space=Malscan,...
2025.02
60
-
Drebin
Feature Space=Drebin,...
2025.02
59.5
-
Malscan + Guided Retraining
Feature Space=Malscan,...
2025.02
58.9
0.67
TIF
Feature Space=BERTroid...
2025.02
58.8
8.04
BERTroid + Guided Retraining
Feature Space=BERTroid...
2025.02
55.9
2.19
BERTroid
Feature Space=BERTroid...
2025.02
54.7
-
DeepDrebin + Guided Retraining
Feature Space=DeepDreb...
2025.02
41.6
32.46
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