Backdoor Defense on GTSRB Blend attack
99.39AccuracyInfected Model (Before)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Infected Model (Before)Clean extra dataset=No, Attack Setting=All-to-one2022.02 | 99.39 | 99.92 | |
| Neural CleanseClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 96.48 | 5.81 | |
| PBEClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 94.57 | 1.72 | |
| ANPClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 94.02 | 2.68 | |
| NADClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 92.61 | 8.56 | |
| Fine-tuningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 90.68 | 40.12 | |
| PBEClean extra dataset=No, Attack Setting=All-to-one2022.02 | 90.1 | 8.74 | |
| Fine-pruningClean extra dataset=Yes, Attack Setting=All-to-one2022.02 | 88.21 | 90.53 |