Backdoor Defense on CIFAR-10 5x5 trigger
1.24ASRRecovery + Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Recovery + OursBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 1.24 | 83.07 | |
| Recovery + NGBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 5.64 | 79.59 | |
| NADBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 7.68 | 69.25 | |
| FinetuneBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 9.32 | 78.51 | |
| Fine PruningBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 37.41 | 78.34 | |
| Original ModelBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 97.99 | 83.64 |