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Malware Classification on VirusShare PE executables

0.997Precision

VisMal

Updated 8d ago

Evaluation Results

Method	Links
VisMal 2026.05		0.997	0.997	0.997
VisUnpac 2026.05		0.997	0.997	0.997
Malfiner 2026.05		0.996	0.996	0.996
MDMC 2026.05		0.994	0.994	0.994
DRBA 2026.05		0.993	0.993	0.993
dataenhance 2026.05		0.989	0.988	0.989
LBP 2026.05		0.989	0.989	0.989
Adkins et al. 2026.05		0.989	0.99	0.987
GIST 2026.05		0.988	0.987	0.987
Chen et al. 2026.05		0.978	0.977	0.976
VisUnpac 2026.05		0.966	0.961	0.959
Malfiner 2026.05		0.96	0.956	0.953
DNN 2026.05		0.953	0.942	0.945
KNN 2026.05		0.95	0.928	0.927
VisMal 2026.05		0.943	0.93	0.921
Zhao et al. 2026.05		0.938	0.874	0.89
MDMC 2026.05		0.924	0.922	0.914
dataenhance 2026.05		0.911	0.902	0.899
LBP 2026.05		0.908	0.904	0.904
DRBA 2026.05		0.902	0.89	0.875
Chen et al. 2026.05		0.895	0.899	0.884
GIST 2026.05		0.894	0.891	0.892
Adkins et al. 2026.05		0.879	0.873	0.861
KNN 2026.05		0.848	0.82	0.819
Zhao et al. 2026.05		0.836	0.77	0.78
CNN+DT 2026.05		0.235	0.237	0.215
CNN+DT 2026.05		0.21	0.225	0.184
DNN 2026.05		0.0001	0.01	0.0002