Backdoor Mitigation on CIFAR100 (test)
62.08AccuracyBefore (Poisoned Model)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Before (Poisoned Model)status=baseline poisoned2021.12 | 62.08 | 99.98 | |
| ShapPruningdefense_setup=data-free, data_source=recovered images2021.12 | 59.51 | 0.89 | |
| DeepInspectdefense_setup=data-free, data_source=original method2021.12 | 53.76 | 81.44 | |
| Neural Cleansedefense_setup=data-free, data_source=recovered images2021.12 | 47.12 | 27.82 | |
| Fine Pruningdefense_setup=data-free, data_source=recovered images2021.12 | 35.39 | 10.19 |