Adversarial Attack on AADD-LQ
100PSurrMI-FGSM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MI-FGSMtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 100 | 6.8 | 6.8 | 93 | |
| SINI-FGSMtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 100 | 5.9 | 5.9 | 90.8 | |
| AutoAttack-PGDtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 100 | 19.6 | 19.6 | 80.4 | |
| MSGAGAtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 100 | 6.1 | 6.1 | 93.9 | |
| ARMORtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 100 | 39.6 | 39.6 | 60.4 | |
| DI-FGSMtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 99.9 | 3.8 | 3.8 | 91.3 | |
| AutoAttack-Squaretransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 99.9 | 7.6 | 7.6 | 89.2 | |
| TI-FGSMtransfer_condition=psurr > 0.5, target_model=ViT-B/162026.01 | 91.4 | 15.1 | 16.5 | 65.7 |