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ResearchFormerly WizWand

Adversarial Attack on ImageNet clean

53Success RateMultiANDA
36.15240.52644.949.274Sep 24, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MultiANDASource model=ResNet-50, Target model=CLIP2022.0953
ANDASource model=ResNet-50, Target model=CLIP2022.0951.6
MultiANDASource model=IncRes-v2, Target model=CLIP2022.0950.6
FIASource model=ResNet-50, Target model=CLIP2022.0950.4
ANDASource model=IncRes-v2, Target model=CLIP2022.0949.6
MultiANDASource model=VGG-19, Target model=CLIP2022.0948.5
ANDASource model=VGG-19, Target model=CLIP2022.0947.3
FIASource model=IncRes-v2, Target model=CLIP2022.0946.2
VMI-FGSMSource model=IncRes-v2, Target model=CLIP2022.0945.4
VMI-FGSMSource model=VGG-19, Target model=CLIP2022.0943.8
FIASource model=VGG-19, Target model=CLIP2022.0942.6
VMI-FGSMSource model=ResNet-50, Target model=CLIP2022.0942.3
TAIGSource model=ResNet-50, Target model=CLIP2022.0937.6
TAIGSource model=IncRes-v2, Target model=CLIP2022.0937.6
TAIGSource model=VGG-19, Target model=CLIP2022.0936.8