Adversarial Attack on CIFAR-10 epsilon=8/255 (val)
42.78Attack Success RateAPGD-All
Evaluation results
| Method | Links | ||
|---|---|---|---|
| APGD-AllArchitecture=PreActResNet-18, Victim=Rade et al. (2022) [36] (ddpm), Restarts=1, Surrogates=8, Objective=Multi-Objective, Best Surrogate Index=62025.01 | 42.78 | — | |
| MOS-8Architecture=PreActResNet-18, Victim=Rade et al. (2022) [36] (ddpm), K value=5, Objective=Multi-Objective2025.01 | 42.77 | 3.49 | |
| ACG-CWArchitecture=PreActResNet-18, Victim=Rade et al. (2022) [36] (ddpm), Restarts=5, Objective=Single-Objective2025.01 | 42.45 | — | |
| MOS-8Architecture=WideResNet-70-16, Victim=Rebuffi et al. (2021) [37], K value=5, Objective=Multi-Objective2025.01 | 33.1 | 2.38 | |
| APGD-CEArchitecture=WideResNet-70-16, Victim=Rebuffi et al. (2021) [37], Restarts=5, Objective=Single-Objective2025.01 | 30.72 | — |