Universal Adversarial Attack on TC-VAE
7.57Mean L2 DistortionLA-L2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LA-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 7.57 | — | |
| LA-L2Perturbation Radius (c)=0.06, Optimization Objective=L22025.05 | 8.59 | — | |
| OA-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 9.12 | — | |
| GRILL-cosPerturbation Radius (c)=0.05, Optimization Objective=Cosine2025.05 | 9.14 | — | |
| GRILL-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 9.28 | 1.75 | |
| LA-L2Perturbation Radius (c)=0.07, Optimization Objective=L22025.05 | 9.76 | — | |
| OA-L2Perturbation Radius (c)=0.06, Optimization Objective=L22025.05 | 10.53 | — | |
| GRILL-cosPerturbation Radius (c)=0.06, Optimization Objective=Cosine2025.05 | 11.05 | — | |
| GRILL-L2Perturbation Radius (c)=0.06, Optimization Objective=L22025.05 | 11.09 | 5.32 | |
| OA-L2Perturbation Radius (c)=0.07, Optimization Objective=L22025.05 | 11.61 | — | |
| GRILL-cosPerturbation Radius (c)=0.07, Optimization Objective=Cosine2025.05 | 13.07 | — | |
| GRILL-L2Perturbation Radius (c)=0.07, Optimization Objective=L22025.05 | 13.08 | 12.66 |