Backdoor Defense on MNIST Input-Aware Attack (test)
99.41AccNo Defense
Evaluation results
| Method | Links | ||
|---|---|---|---|
| No DefenseBackbone=VGG2021.12 | 99.41 | 99.37 | |
| ShapPruningBackbone=VGG, Trigger Type=Original2021.12 | 99.35 | 0.24 | |
| Neural CleanseBackbone=VGG2021.12 | 99.32 | 43.55 | |
| ShapPruningBackbone=VGG, Trigger Type=Synthesized2021.12 | 99.29 | 0.15 | |
| Fine-PruningBackbone=VGG2021.12 | 98.12 | 2.66 | |
| GSBackbone=VGG2021.12 | 88.85 | 32.05 |