Backdoor Rectification on CIFAR-10
93.67Overall Accuracy (OA)Trojaned model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Trojaned model2026.03 | 93.67 | 99.94 | |
| Dyn. rectifyingnumber of samples (n)=12026.03 | 93.65 | 1.34 | |
| Dyn. rectifyingnumber of samples (n)=202026.03 | 93.61 | 0.26 | |
| Stat. rectifyingnumber of samples (n)=12026.03 | 92.93 | 2.57 | |
| A-ClArCnumber of samples (n)=202026.03 | 92.53 | 6.32 | |
| Fine-tuned modelnumber of samples (n)=202026.03 | 91.58 | 13.22 | |
| Fine-tuned modelnumber of samples (n)=102026.03 | 91.57 | 30.14 | |
| Fine-tuned modelnumber of samples (n)=12026.03 | 90.83 | 73.07 | |
| P-ClArCnumber of samples (n)=202026.03 | 89.97 | 6.21 | |
| Patched modelnumber of samples (n)=202026.03 | 89.7 | 12.19 |