Backdoor Defense on YouTubeFace BadNets (test)
98.93AccuracyNo Defense
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| No DefenseBackbone=VGG2021.12 | 98.93 | 99.82 | |
| ShapPruningBackbone=VGG, Trigger Type=Original2021.12 | 98.67 | 0.34 | |
| Neural CleanseBackbone=ResNet-342021.12 | 98.65 | 0.25 | |
| ShapPruningBackbone=VGG, Trigger Type=Synthesized2021.12 | 98.61 | 0.35 | |
| ShapPruningBackbone=ResNet-34, Trigger Type=Original2021.12 | 98.51 | 0.05 | |
| ShapPruningBackbone=ResNet-34, Trigger Type=Synthesized2021.12 | 98.49 | 0.07 | |
| No DefenseBackbone=ResNet-342021.12 | 98.37 | 99.98 | |
| Fine-PruningBackbone=ResNet-342021.12 | 97.93 | 0.19 | |
| Fine-PruningBackbone=VGG2021.12 | 97.49 | 0.61 | |
| Neural CleanseBackbone=VGG2021.12 | 95.66 | 7.38 | |
| GSBackbone=VGG2021.12 | 90.9 | 0.58 | |
| GSBackbone=ResNet-342021.12 | 56.84 | 6.55 |