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ResearchFormerly WizWand

Non-targeted Black-box Attack on ImageNet

99.6SSIMLGC
55.71267.10678.589.894May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LGCModel=ViT, Query Budget=100002026.0599.60.007
LGC-HModel=ViT, Query Budget=100002026.0599.50.008
LGC-HModel=ViT, Query Budget=50002026.0599.30.013
LGCModel=ViT, Query Budget=50002026.0599.30.012
LGC-HModel=ViT, Query Budget=25002026.0598.70.021
LGCModel=ViT, Query Budget=25002026.0598.40.023
CGBAModel=ViT, Query Budget=100002026.0596.90.05
LGC-HModel=ViT, Query Budget=10002026.0596.90.046
CGBA-HModel=ViT, Query Budget=100002026.0596.80.056
LGCModel=ViT, Query Budget=10002026.0596.60.048
CGBAModel=ViT, Query Budget=50002026.0595.30.07
CGBA-HModel=ViT, Query Budget=50002026.05950.079
CGBAModel=ViT, Query Budget=25002026.0593.10.098
CGBA-HModel=ViT, Query Budget=25002026.0591.50.117
CGBAModel=ViT, Query Budget=10002026.0588.10.154
Sign_OPTModel=ViT, Query Budget=100002026.0587.70.128
CGBA-HModel=ViT, Query Budget=10002026.0586.20.174
Sign_OPTModel=ViT, Query Budget=50002026.0581.60.175
HSJAModel=ViT, Query Budget=100002026.0577.50.201
HSJAModel=ViT, Query Budget=50002026.0572.10.24
Sign_OPTModel=ViT, Query Budget=25002026.0571.10.252
HSJAModel=ViT, Query Budget=25002026.05660.285
Sign_OPTModel=ViT, Query Budget=10002026.0559.50.339
HSJAModel=ViT, Query Budget=10002026.0557.40.349