Backdoor Defense Training Time on CIFAR10 (train)
3.8Training Time (h)Naïve training
Evaluation results
| Method | Links | |
|---|---|---|
| Naïve training2025.09 | 3.8 | |
| CBDMethod category=EBL-based2025.09 | 4.1 | |
| EBDMethod category=Existing work2025.09 | 4.2 | |
| PGRLBackbone=ResNet18, Feature dimension=1282025.09 | 4.4 | |
| ABLMethod category=EBL-based2025.09 | 4.6 | |
| PIPDMethod category=EBL-based2025.09 | 4.7 | |
| ESTIMethod category=Existing work2025.09 | 4.8 | |
| VaBMethod category=Existing work2025.09 | 4.9 | |
| ASDMethod category=EBL-based2025.09 | 8.4 | |
| DBDMethod category=Existing work2025.09 | 9.2 |