Backdoor Defense on GTSRB Badnet attack
99.02AccuracyInfected Model (Before)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Infected Model (Before)Clean extra dataset=No, Attack Setting=All-to-one2022.02 | 99.02 | 100 | |
| Neural CleanseClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.78 | 0.12 | |
| ANPClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 95.13 | 1.35 | |
| Fine-tuningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 95.01 | 8.32 | |
| PBEClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 94.43 | 0.47 | |
| NADClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 94.22 | 2.06 | |
| PBEClean extra dataset=No, Attack Setting=All-to-one2022.02 | 90.13 | 12.31 | |
| Fine-pruningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 89.6 | 75.03 |