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ResearchFormerly WizWand

Backdoor Defense on YouTubeFace BadNets (test)

98.93AccuracyNo Defense
55.156466.520777.88589.2493Dec 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
No DefenseBackbone=VGG2021.1298.9399.82
ShapPruningBackbone=VGG, Trigger Type=Original2021.1298.670.34
Neural CleanseBackbone=ResNet-342021.1298.650.25
ShapPruningBackbone=VGG, Trigger Type=Synthesized2021.1298.610.35
ShapPruningBackbone=ResNet-34, Trigger Type=Original2021.1298.510.05
ShapPruningBackbone=ResNet-34, Trigger Type=Synthesized2021.1298.490.07
No DefenseBackbone=ResNet-342021.1298.3799.98
Fine-PruningBackbone=ResNet-342021.1297.930.19
Fine-PruningBackbone=VGG2021.1297.490.61
Neural CleanseBackbone=VGG2021.1295.667.38
GSBackbone=VGG2021.1290.90.58
GSBackbone=ResNet-342021.1256.846.55