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ResearchFormerly WizWand

Backdoor Defense on CIFAR-10 IAD attack

94.11Backdoor AccuracyFine-tuning
89.357290.591191.82593.0589May 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Fine-tuningBackbone=ResNet182024.0594.110.46
No defenseBackbone=ResNet182024.0593.1797.88
No defenseBackbone=ResNet182024.0592.8397.1
BANBackbone=ResNet182024.0592.781.48
FeatureREBackbone=ResNet182024.0592.730
ANPBackbone=ResNet182024.0592.50.44
BANBackbone=ResNet182024.0592.361.47
BTI-DBF(U)Backbone=ResNet182024.0589.541.59