Non-targeted Black-box Adversarial Attack on ImageNet (test)
2.841Average L2 NormCGBA-H
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 2.841 | 1.575 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 3.297 | 1.656 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 3.379 | 1.799 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 3.439 | 1.337 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 3.805 | 1.902 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 3.817 | 1.805 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 3.819 | 2.059 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 4.485 | 1.774 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 4.715 | 2.162 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 5.299 | 2.051 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 5.838 | 3.959 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 6.039 | 2.849 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 6.049 | 2.424 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 7.464 | 2.799 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 7.915 | 2.64 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 8.699 | 6.301 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 9.49 | 4.249 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 10.192 | 4.679 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 11.196 | 8.714 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 13.914 | 10.981 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 14.524 | 10.275 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 17.519 | 13.13 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 23.112 | 18 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 24.015 | 15.368 |