Backdoor Defense on MNIST BadNets (test)
99.06AccShapPruning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ShapPruningBackbone=VGG, Trigger Type=Original2021.12 | 99.06 | 0.56 | |
| No DefenseBackbone=VGG2021.12 | 99.02 | 100 | |
| ShapPruningBackbone=VGG, Trigger Type=Synthesized2021.12 | 98.99 | 0.34 | |
| Neural CleanseBackbone=VGG2021.12 | 98.64 | 29.87 | |
| Fine-PruningBackbone=VGG2021.12 | 97 | 3.02 | |
| GSBackbone=VGG2021.12 | 95.3 | 80.33 |