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Malware Detection on Malware Dataset 2015 (test)
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0.928
AUT(F1, 12m)
TIF
0.76472
0.80711
0.8495
0.89189
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
0.928
8.03
TIF
Feature Space=Malscan,...
2025.02
0.902
7.13
DeepDrebin + APIGraph
Feature Space=DeepDreb...
2025.02
0.868
1.05
DeepDrebin
Feature Space=DeepDreb...
2025.02
0.859
-
Drebin
Feature Space=Drebin,...
2025.02
0.858
-
Malscan + Guided Retraining
Feature Space=Malscan,...
2025.02
0.851
1.07
Malscan
Feature Space=Malscan,...
2025.02
0.842
-
TIF
Feature Space=BERTroid...
2025.02
0.833
8.04
Drebin + T-stability
Feature Space=Drebin,...
2025.02
0.824
3.96
DeepDrebin + Guided Retraining
Feature Space=DeepDreb...
2025.02
0.814
5.24
BERTroid + Guided Retraining
Feature Space=BERTroid...
2025.02
0.772
0.01
BERTroid
Feature Space=BERTroid...
2025.02
0.771
-
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