Backdoor Defense on CIFAR-10 3x3 trigger (test)
1ASRRecovery + Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Recovery + OursBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 1 | 83.5 | |
| NADBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 4.24 | 69 | |
| Recovery + NGBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 7.96 | 79.31 | |
| FinetuneBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 9.52 | 78.95 | |
| Fine PruningBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 32.07 | 77.96 | |
| Original ModelBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 98.8 | 83.81 |