Backdoor Defense on Tiny-ImageNet SSBA (test)
73.88C-AccClean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanMode=O-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 73.88 | 0.05 | |
| AttackMode=O-Backdoor, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 73.02 | 97.05 | |
| CleanMode=P-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 72.1 | 2.72 | |
| SAMMode=P-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 70.61 | 77.85 | |
| EPMode=O-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 70.24 | 0.01 | |
| SAMMode=O-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 70.18 | 11.22 | |
| EPMode=P-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 69.98 | 1.9 | |
| BTIMode=O-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 68.92 | 1.59 | |
| PAMMode=O-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 68.01 | 4.47 | |
| BTIMode=P-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 67.98 | 77.25 | |
| PAMMode=P-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 67.39 | 14.26 | |
| FSTMode=O-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 65.85 | 3.32 | |
| FSTMode=P-Robustness, Backbone=ResNet-18, Poisoning Rate=5%2024.10 | 64.77 | 77.58 |