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ResearchFormerly WizWand

Backdoor Detection on GTSRB WaNet attack (test)

1AUCMNTD
0.282920.4690850.655250.841415Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MNTDModel Architecture=ResNet18, Architecture Visibility=Given2025.121
MNTDModel Architecture=SENet18, Architecture Visibility=Given2025.120.999
ARCGENModel Architecture=ResNet18, Architecture Visibility=Given2025.120.9942
ARCGENModel Architecture=SENet18, Architecture Visibility=Given2025.120.9657
ULPsModel Architecture=SENet18, Architecture Visibility=Given2025.120.9265
ARCGENModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.120.9206
ULPsModel Architecture=ResNet18, Architecture Visibility=Given2025.120.878
MNTDModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.120.8325
ARCGENModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.120.8015
ARCGENModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.120.7205
MNTDModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.120.6285
MNTDModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.120.6119
ULPsModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.120.5728
ULPsModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.120.5349
ULPsModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.120.3105