Adversarial Attack on ImageNet (epsilon=4/255, val)
74.52Attack Success RateMOS-8
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MOS-8Architecture=ResNet-18, Victim=Salman et al. (2020) [39], K value=5, Objective=Multi-Objective2025.01 | 74.52 | 3.87 | |
| APGD-AllArchitecture=ResNet-18, Victim=Salman et al. (2020) [39], Restarts=1, Surrogates=8, Objective=Multi-Objective, Best Surrogate Index=52025.01 | 74.38 | — | |
| APGD-CEArchitecture=ResNet-50, Victim=Wong et al. (2020) [49], Restarts=5, Objective=Single-Objective2025.01 | 70.46 | — | |
| MOS-8Architecture=WideResNet-50-2, Victim=Salman et al. (2020) [39], K value=5, Objective=Multi-Objective2025.01 | 61.14 | 2.02 |