Targeted Black-box Adversarial Attack on ImageNet (test)
17.129Average L2 NormLGC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 17.129 | 11.18 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 23.104 | 16.767 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 24.125 | 18.304 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 24.611 | 12.986 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 31.83 | 26.128 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 32.868 | 22.184 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 34.496 | 28.783 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 40.523 | 20.497 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 42.277 | 35.091 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 42.785 | 33.436 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 44.681 | 36.064 | |
| LGCVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 49.846 | 41.854 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 50.596 | 37.744 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 53.809 | 45.727 | |
| CGBA-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 54.159 | 45.912 | |
| LGC-HVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 54.847 | 46.482 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 59.031 | 47.977 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 60.68 | 52.237 | |
| HSJAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 65.655 | 57.382 | |
| CGBAVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 66.13 | 55.584 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=100002026.05 | 72.094 | 64.08 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=50002026.05 | 74.393 | 65.937 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=25002026.05 | 75.737 | 67.648 | |
| Sign_OPTVictim Model=ViT, Victim Model Training=Adversarially Trained, Query Budget=10002026.05 | 77.398 | 69.043 |