List your company
ResearchFormerly WizWand

Non-Targeted Adversarial Attack on CIFAR-100

31.39ASRDST
11.661216.783121.90527.0269Apr 3, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DSTSubstitute Model=ResNet-342022.0431.39————
DaSTSubstitute Model=ResNet-342022.0427.32————
DDG+ASTSubstitute Model=ResNet-342022.0426.56————
MAZESubstitute Model=ResNet-502022.0425.55————
MAZESubstitute Model=ResNet-342022.0424.83————
MAZESubstitute Model=VGG-192022.0423.49————
DaSTSubstitute Model=ResNet-502022.0422.56————
DDG+ASTSubstitute Model=ResNet-502022.0422.46————
DaSTSubstitute Model=ResNet-182022.0420.48————
MAZESubstitute Model=ResNet-182022.0419.21————
DaSTSubstitute Model=VGG-162022.0417.38————
DDG+ASTSubstitute Model=VGG-192022.0417.2————
DDG+ASTSubstitute Model=ResNet-182022.0415.93————
MAZESubstitute Model=VGG-162022.0413.27————
DDG+ASTSubstitute Model=VGG-162022.0412.48————
DaSTSubstitute Model=VGG-192022.0412.42————
DaSTTarget Model=ResNet-50, Substitute Model=ResNet-342022.04—27.4834.5627.3225.37
DDG+ASTTarget Model=ResNet-50, Substitute Model=ResNet-342022.04—30.7933.6226.5625.83
DSTTarget Model=ResNet-50, Substitute Model=ResNet-342022.04—33.837.7431.3929.33
MAZETarget Model=ResNet-50, Substitute Model=ResNet-342022.04—27.8630.5124.8327.66