Backdoor Defense on CIFAR-10 7x7 trigger (test)
98.01ASROriginal Model
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Original ModelBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 98.01 | 82.89 | |
| Fine PruningBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 35.24 | 76.29 | |
| FinetuneBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 10.77 | 78.32 | |
| NADBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 8.95 | 70.49 | |
| Recovery + NGBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 4.66 | 79.19 | |
| Recovery + OursBackbone=ResNet18, Poisoning Ratio=5%2025.03 | 1.66 | 82.23 |