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ResearchFormerly WizWand

Backdoor Defense on CIFAR-10 WaNet attack

93.67Backdoor AccuracyFeatureRE
90.165291.075191.98592.8949May 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FeatureREBackbone=ResNet182024.0593.670.03
No defenseBackbone=ResNet182024.0593.5799.37
No defenseBackbone=ResNet182024.0593.5799.37
ANPBackbone=ResNet182024.0593.0613.84
Fine-tuningBackbone=ResNet182024.0593.051.1
BANBackbone=ResNet182024.0592.180.87
BANBackbone=ResNet182024.0592.050.91
BTI-DBF(U)Backbone=ResNet182024.0590.34.89