Backdoor purification on CIFAR-10 (test)
94.84C-Acc (BadNet)No-defense
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| No-defensePDR=0.005, Backbone=ResNet-182024.12 | 94.84 | 92.25 | 94.79 | 88.38 | 94.58 | 94.88 | |
| No-defensePDR=0.01, Backbone=ResNet-182024.12 | 94.42 | 92.78 | 94.56 | 88.69 | 94.86 | 97.88 | |
| No-defensePDR=0.02, Backbone=ResNet-182024.12 | 94.2 | 94 | 94.63 | 92.97 | 94.25 | 98.72 | |
| No-defensePDR=0.05, Backbone=ResNet-182024.12 | 93.8 | 96.62 | 94.46 | 98.29 | 94.85 | 99.67 | |
| FSTPDR=0.005, Backbone=ResNet-182024.12 | 92.47 | 0.56 | 92.26 | 1.99 | 91.77 | 1.56 | |
| PBPPDR=0.005, Backbone=ResNet-182024.12 | 92.23 | 2.17 | 91.94 | 0.07 | 91.37 | 3.5 | |
| FSTPDR=0.01, Backbone=ResNet-182024.12 | 92.05 | 1.04 | 92.82 | 0.23 | 92.24 | 5.48 | |
| FSTPDR=0.02, Backbone=ResNet-182024.12 | 91.61 | 0.74 | 92.29 | 0.72 | 91.83 | 4.08 | |
| PBPPDR=0.05, Backbone=ResNet-182024.12 | 91.59 | 1.17 | 91.42 | 0.5 | 91.64 | 4.71 | |
| PBPPDR=0.01, Backbone=ResNet-182024.12 | 91.31 | 1.73 | 92.1 | 5.88 | 92 | 3.37 | |
| FSTPDR=0.05, Backbone=ResNet-182024.12 | 91.25 | 1.23 | 92.16 | 0.07 | 92.38 | 11.19 | |
| PBPPDR=0.02, Backbone=ResNet-182024.12 | 91.15 | 1.1 | 92 | 8.48 | 91.25 | 4.9 |