Backdoor Defense on YouTubeFace Physical Key Attack (test)
98.49AccuracyNeural Cleanse
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Neural CleanseBackbone=VGG2021.12 | 98.49 | 64.34 | |
| No DefenseBackbone=VGG2021.12 | 98.39 | 100 | |
| ShapPruningBackbone=VGG, Trigger Type=Original2021.12 | 97.26 | 0.08 | |
| GSBackbone=VGG2021.12 | 97.21 | 54.21 | |
| ShapPruningBackbone=VGG, Trigger Type=Synthesized2021.12 | 95.94 | 0.6 | |
| Fine-PruningBackbone=VGG2021.12 | 90.7 | 0.05 |