Trojan Mitigation on CIFAR-10 (test)
91.84Benign AccuracyUndefended
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UndefendedNetwork=ResNet18, Attack=WaNet2022.10 | 91.84 | 98.17 | |
| FeatureRENetwork=ResNet18, Attack=WaNet2022.10 | 91.79 | 0.04 | |
| UndefendedNetwork=ResNet18, Attack=IA2022.10 | 91.62 | 92.44 | |
| FeatureRENetwork=ResNet18, Attack=IA2022.10 | 91.43 | 0.38 | |
| UndefendedNetwork=ResNet18, Attack=Filter2022.10 | 91.3 | 98.98 | |
| FeatureRENetwork=ResNet18, Attack=Filter2022.10 | 91.26 | 0.29 | |
| I-BAUNetwork=ResNet18, Attack=WaNet2022.10 | 87.52 | 6.84 | |
| I-BAUNetwork=ResNet18, Attack=Filter2022.10 | 87.45 | 18.22 | |
| I-BAUNetwork=ResNet18, Attack=IA2022.10 | 86.88 | 10.33 | |
| NADNetwork=ResNet18, Attack=IA2022.10 | 84.03 | 34 | |
| NADNetwork=ResNet18, Attack=WaNet2022.10 | 83.6 | 27.52 | |
| NADNetwork=ResNet18, Attack=Filter2022.10 | 81.66 | 28.23 |