Adversarial Attack on BUS-BRA (test)
100Success RateDiff-PGD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diff-PGDClassifier=DenseNet1212024.12 | 100 | 0.29 | 82 | 90.5 | |
| Diff-PGDClassifier=ResNet342024.12 | 100 | 0.29 | 78 | 100.2 | |
| P2PClassifier=DenseNet1212024.12 | 94 | 0.12 | 78 | 38 | |
| FGSMClassifier=DenseNet1212024.12 | 93 | 0.4 | 77 | 112.11 | |
| P2PClassifier=ResNet342024.12 | 93 | 0.11 | 72 | 44.09 | |
| FGSMClassifier=ResNet342024.12 | 81 | 0.35 | 66 | 133.17 | |
| Diff-PGDClassifier=SqueezeNet1.12024.12 | 75 | 0.12 | 47 | 89.47 | |
| P2PClassifier=SqueezeNet1.12024.12 | 74 | 0.08 | 49 | 58.6 | |
| FGSMClassifier=SqueezeNet1.12024.12 | 69 | 0.16 | 77 | 120.14 | |
| PGDClassifier=DenseNet1212024.12 | 43 | 0.19 | 56 | 213.65 | |
| PGDClassifier=SqueezeNet1.12024.12 | 43 | 0.26 | 40 | 292.99 | |
| PGDClassifier=ResNet342024.12 | 31 | 0.12 | 24 | 158.24 |