Backdoor Defense on GTSRB DynamicAtt attack
99.27AccuracyInfected Model (Before)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Infected Model (Before)Clean extra dataset=No, Attack Setting=All-to-one2022.02 | 99.27 | 99.84 | |
| NADClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 98.17 | 3.8 | |
| Fine-tuningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 97.1 | 16.33 | |
| ANPClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.68 | 0.99 | |
| PBEClean extra dataset=No, Attack Setting=All-to-one2022.02 | 96.68 | 0.99 | |
| PBEClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.68 | 0.99 | |
| Neural CleanseClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 95.88 | 1.68 | |
| Fine-pruningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 89.15 | 97.21 |