Backdoor Defense on TrojAI
99.91Backdoor AccuracyUndefended
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UndefendedNetwork=ResNet182022.02 | 99.91 | 54.33 | |
| UndefendedNetwork=VGG112022.02 | 99.88 | 72.09 | |
| NONENetwork=VGG112022.02 | 99.04 | 56.68 | |
| NONENetwork=ResNet182022.02 | 98.13 | 34.98 | |
| DP-SGD-1Network=VGG11, clip=4.0, noise=0.12022.02 | 84.51 | 88.75 | |
| DP-SGD-1Network=ResNet18, clip=4.0, noise=0.12022.02 | 78.88 | 61.77 | |
| DP-SGD-2Network=ResNet18, clip=1.0, noise=0.52022.02 | 52.81 | 58.94 | |
| DP-SGD-2Network=VGG11, clip=1.0, noise=0.52022.02 | 6.06 | 88.55 |