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ResearchFormerly WizWand

Non-targeted Black-box Adversarial Attack on ImageNet (test)

2.841Average L2 NormCGBA-H
1.994047.7110213.42819.14498May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.052.8411.575
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.053.2971.656
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.053.3791.799
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.053.4391.337
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.053.8051.902
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.053.8171.805
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.053.8192.059
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.054.4851.774
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.054.7152.162
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.055.2992.051
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.055.8383.959
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.056.0392.849
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.056.0492.424
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.057.4642.799
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.057.9152.64
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.058.6996.301
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.059.494.249
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0510.1924.679
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0511.1968.714
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0513.91410.981
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0514.52410.275
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0517.51913.13
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0523.11218
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0524.01515.368