Backdoor Removal on CIFAR-10 one-shot
87.83BadNets ACCOrigin
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Originsetting=one-shot, available data size=102022.07 | 87.83 | 97.9 | 88.27 | 99.61 | 88 | 99.96 | 88.23 | 100 | 88.51 | 99.86 | |
| AWMsetting=one-shot, available data size=102022.07 | 76.46 | 8.98 | 78.26 | 10.68 | 74.28 | 8.66 | 69.94 | 10.18 | 76.6 | 10.64 | |
| ANPsetting=one-shot, available data size=102022.07 | 60.35 | 32.83 | 68.32 | 13.88 | 50.42 | 35.5 | 63.42 | 22.46 | 67.08 | 76.16 | |
| IBAUsetting=one-shot, available data size=102022.07 | 60.18 | 97.33 | 45.38 | 96.27 | 57.76 | 99.93 | 69.26 | 95.81 | 63.48 | 89.42 |