Non-Targeted Adversarial Attack on CIFAR-100
31.39ASRDST
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSTSubstitute Model=ResNet-342022.04 | 31.39 | — | — | — | — | |
| DaSTSubstitute Model=ResNet-342022.04 | 27.32 | — | — | — | — | |
| DDG+ASTSubstitute Model=ResNet-342022.04 | 26.56 | — | — | — | — | |
| MAZESubstitute Model=ResNet-502022.04 | 25.55 | — | — | — | — | |
| MAZESubstitute Model=ResNet-342022.04 | 24.83 | — | — | — | — | |
| MAZESubstitute Model=VGG-192022.04 | 23.49 | — | — | — | — | |
| DaSTSubstitute Model=ResNet-502022.04 | 22.56 | — | — | — | — | |
| DDG+ASTSubstitute Model=ResNet-502022.04 | 22.46 | — | — | — | — | |
| DaSTSubstitute Model=ResNet-182022.04 | 20.48 | — | — | — | — | |
| MAZESubstitute Model=ResNet-182022.04 | 19.21 | — | — | — | — | |
| DaSTSubstitute Model=VGG-162022.04 | 17.38 | — | — | — | — | |
| DDG+ASTSubstitute Model=VGG-192022.04 | 17.2 | — | — | — | — | |
| DDG+ASTSubstitute Model=ResNet-182022.04 | 15.93 | — | — | — | — | |
| MAZESubstitute Model=VGG-162022.04 | 13.27 | — | — | — | — | |
| DDG+ASTSubstitute Model=VGG-162022.04 | 12.48 | — | — | — | — | |
| DaSTSubstitute Model=VGG-192022.04 | 12.42 | — | — | — | — | |
| DaSTTarget Model=ResNet-50, Substitute Model=ResNet-342022.04 | — | 27.48 | 34.56 | 27.32 | 25.37 | |
| DDG+ASTTarget Model=ResNet-50, Substitute Model=ResNet-342022.04 | — | 30.79 | 33.62 | 26.56 | 25.83 | |
| DSTTarget Model=ResNet-50, Substitute Model=ResNet-342022.04 | — | 33.8 | 37.74 | 31.39 | 29.33 | |
| MAZETarget Model=ResNet-50, Substitute Model=ResNet-342022.04 | — | 27.86 | 30.51 | 24.83 | 27.66 |