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ResearchFormerly WizWand

Targeted Black-box Adversarial Attack on ImageNet (test)

17.129Average L2 NormLGC
14.7182430.9908747.263563.53613May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0517.12911.18
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0523.10416.767
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0524.12518.304
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0524.61112.986
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0531.8326.128
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0532.86822.184
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0534.49628.783
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0540.52320.497
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0542.27735.091
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0542.78533.436
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0544.68136.064
LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0549.84641.854
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0550.59637.744
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0553.80945.727
CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0554.15945.912
LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0554.84746.482
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0559.03147.977
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0560.6852.237
HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0565.65557.382
CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0566.1355.584
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.0572.09464.08
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.0574.39365.937
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.0575.73767.648
Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.0577.39869.043