Table 10 The performance of malware detectors (%)
From: LSGAN-AT: enhancing malware detector robustness against adversarial examples
Detector | ACC | TPR | FPR |
|---|---|---|---|
AB | 95.04 | 99.27 | 17.98 |
DT | 92.28 | 99.27 | 29.21 |
LR | 95.31 | 99.27 | 16.85 |
MLP | 96.48 | 99.63 | 13.48 |
SVM | 92.84 | 99.27 | 26.97 |
KNN | 94.49 | 98.17 | 16.85 |
GB | 95.59 | 99.27 | 15.73 |