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Malware Detection on macOS Malware Dataset (fat)

90.8TPR @ 1% FPR

XGBoost-based macOS malware detector

Updated 1mo ago

Evaluation Results

Method	Links
XGBoost-based macOS malware detector 2026.06		90.8
RF 2026.06		89.38
MalConv 2026.06		81.77
XGBOOST 2026.06		78.05
DT 2026.06		77.35
RF 2026.06		77.18
XGBOOST 2026.06		72.57
RF 2026.06		71.93
DT 2026.06		66.01
DT 2026.06		65.48