Table 6 The performance of the LSGAN module (%)
From: LSGAN-AT: enhancing malware detector robustness against adversarial examples
Detector | REC | AER | |
|---|---|---|---|
Ori | Adv | ||
AB | 97.08 | 7.66 | 89.42 |
DT | 100.00 | 0.00 | 100.00 |
LR | 98.54 | 2.19 | 96.35 |
MLP | 97.81 | 1.09 | 96.72 |
SVM | 98.91 | 28.47 | 70.44 |
KNN | 97.45 | 20.07 | 77.38 |
GB | 99.64 | 2.55 | 97.09 |