Backdoor Detection on GTSRB WaNet attack (test)
1AUCMNTD
Evaluation Results
| Method | Links | |
|---|---|---|
| MNTDModel Architecture=ResNet18, Architecture Visibility=Given2025.12 | 1 | |
| MNTDModel Architecture=SENet18, Architecture Visibility=Given2025.12 | 0.999 | |
| ARCGENModel Architecture=ResNet18, Architecture Visibility=Given2025.12 | 0.9942 | |
| ARCGENModel Architecture=SENet18, Architecture Visibility=Given2025.12 | 0.9657 | |
| ULPsModel Architecture=SENet18, Architecture Visibility=Given2025.12 | 0.9265 | |
| ARCGENModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.12 | 0.9206 | |
| ULPsModel Architecture=ResNet18, Architecture Visibility=Given2025.12 | 0.878 | |
| MNTDModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.12 | 0.8325 | |
| ARCGENModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.12 | 0.8015 | |
| ARCGENModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.12 | 0.7205 | |
| MNTDModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.12 | 0.6285 | |
| MNTDModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.12 | 0.6119 | |
| ULPsModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.12 | 0.5728 | |
| ULPsModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.12 | 0.5349 | |
| ULPsModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.12 | 0.3105 |