Universal Adversarial Attack on MAE
195.4Mean L2 DistortionGRILL-cos
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GRILL-cosPerturbation Radius (c)=0.05, Optimization Objective=Cosine2025.05 | 195.4 | — | |
| OA-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 199.7 | — | |
| GRILL-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 200.2 | -0.29 | |
| OA-cosPerturbation Radius (c)=0.05, Optimization Objective=Cosine2025.05 | 200.8 | — | |
| GRILL-cosPerturbation Radius (c)=0.07, Optimization Objective=Cosine2025.05 | 219.5 | — | |
| OA-cosPerturbation Radius (c)=0.07, Optimization Objective=Cosine2025.05 | 223.7 | — | |
| GRILL-L2Perturbation Radius (c)=0.07, Optimization Objective=L22025.05 | 223.9 | -0.4 | |
| OA-L2Perturbation Radius (c)=0.07, Optimization Objective=L22025.05 | 224.8 | — | |
| GRILL-cosPerturbation Radius (c)=0.09, Optimization Objective=Cosine2025.05 | 239.1 | — | |
| GRILL-L2Perturbation Radius (c)=0.09, Optimization Objective=L22025.05 | 243.4 | -1.26 | |
| OA-cosPerturbation Radius (c)=0.09, Optimization Objective=Cosine2025.05 | 244.4 | — | |
| OA-L2Perturbation Radius (c)=0.09, Optimization Objective=L22025.05 | 246.5 | — |