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ResearchFormerly WizWand

Adversarial Transfer Attack on Adversarially trained CNNs Target Models (test)

41.3Avg Attack Success RateTGR-P
13.94821.04928.1535.251Mar 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TGR-PSource Model=PiT-B, Strategy=PatchOut2023.0341.3
TGR-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0340.5
PNA-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0339.3
VMI-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0338.4
VMI-PSource Model=PiT-B, Strategy=PatchOut2023.0335.8
TGR-PSource Model=Visformer-S, Strategy=PatchOut2023.0333.5
TGR-PSource Model=ViT-B/16, Strategy=PatchOut2023.0333.3
PNA-PSource Model=PiT-B, Strategy=PatchOut2023.0332.7
VMI-PSource Model=Visformer-S, Strategy=PatchOut2023.0332.6
PNA-PSource Model=Visformer-S, Strategy=PatchOut2023.0332.3
VMI-PSource Model=ViT-B/16, Strategy=PatchOut2023.0330.9
PNA-PSource Model=ViT-B/16, Strategy=PatchOut2023.0329.9
MIM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0329.3
SGM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.0329.3
MIM-PSource Model=Visformer-S, Strategy=PatchOut2023.0323.4
MIM-PSource Model=ViT-B/16, Strategy=PatchOut2023.0321.7
SGM-PSource Model=PiT-B, Strategy=PatchOut2023.0321.3
SGM-PSource Model=ViT-B/16, Strategy=PatchOut2023.0318.9
MIM-PSource Model=PiT-B, Strategy=PatchOut2023.0317.5
SGM-PSource Model=Visformer-S, Strategy=PatchOut2023.0315