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Benchmarks
Binary Malware Classification on CIC-AndMal 2020
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98.04
Accuracy
CFSGB+MAML
89.4912
91.7106
93.93
96.1494
Dec 30, 2025
Accuracy
Precision
Recall
F1-score
MCC
AUC
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1-score
MCC
AUC
CFSGB+MAML
Features=Static, Class...
2025.12
98.04
97.59
98.52
98.05
0.9609
0.9959
Ensemble ML + DNN
Features=Static, Class...
2025.12
97.72
97.73
97.72
97.72
-
-
PDL-FEMC
Features=Static, Class...
2025.12
97.6
97.7
-
-
-
-
Transfer Learning
Features=Static, Class...
2025.12
97.19
-
-
-
-
-
SVM
Features=Hybrid, Class...
2025.12
96.64
98
96.7
-
-
-
Attention + MLP
Features=Static, Class...
2025.12
89.82
-
-
-
-
-
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