Backdoor Defense on CIFAR-10 IAD attack
94.11Backdoor AccuracyFine-tuning
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fine-tuningBackbone=ResNet182024.05 | 94.11 | 0.46 | |
| No defenseBackbone=ResNet182024.05 | 93.17 | 97.88 | |
| No defenseBackbone=ResNet182024.05 | 92.83 | 97.1 | |
| BANBackbone=ResNet182024.05 | 92.78 | 1.48 | |
| FeatureREBackbone=ResNet182024.05 | 92.73 | 0 | |
| ANPBackbone=ResNet182024.05 | 92.5 | 0.44 | |
| BANBackbone=ResNet182024.05 | 92.36 | 1.47 | |
| BTI-DBF(U)Backbone=ResNet182024.05 | 89.54 | 1.59 |