Backdoor Defense on GTSRB WaNet attack
98.97AccuracyInfected Model (Before)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Infected Model (Before)Clean extra dataset=No, Attack Setting=All-to-one2022.02 | 98.97 | 98.78 | |
| Neural CleanseClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 98.97 | 98.78 | |
| NADClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 97.07 | 2.2 | |
| Fine-tuningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.7 | 4.2 | |
| PBEClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.56 | 0.47 | |
| ANPClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.47 | 0.94 | |
| PBEClean extra dataset=No, Attack Setting=All-to-one2022.02 | 91.23 | 3.63 | |
| Fine-pruningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 87.49 | 98.79 |