Universal Adversarial Attack on NVAE
24.27Mean L2 DistortionLA-wass
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LA-wassPerturbation Radius (c)=0.035, Optimization Objective=Wasserstein2025.05 | 24.27 | — | |
| LA-L2Perturbation Radius (c)=0.035, Optimization Objective=L22025.05 | 35.44 | — | |
| LA-wassPerturbation Radius (c)=0.04, Optimization Objective=Wasserstein2025.05 | 36.67 | — | |
| LA-L2Perturbation Radius (c)=0.04, Optimization Objective=L22025.05 | 37.64 | — | |
| LA-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 43.83 | — | |
| LA-wassPerturbation Radius (c)=0.05, Optimization Objective=Wasserstein2025.05 | 45.73 | — | |
| GRILL-L2Perturbation Radius (c)=0.035, Optimization Objective=L22025.05 | 51.19 | — | |
| GRILL-wassPerturbation Radius (c)=0.035, Optimization Objective=Wasserstein2025.05 | 51.34 | 44.86 | |
| GRILL-L2Perturbation Radius (c)=0.04, Optimization Objective=L22025.05 | 56.79 | — | |
| GRILL-wassPerturbation Radius (c)=0.04, Optimization Objective=Wasserstein2025.05 | 58.97 | 56.66 | |
| GRILL-L2Perturbation Radius (c)=0.05, Optimization Objective=L22025.05 | 62 | — | |
| GRILL-wassPerturbation Radius (c)=0.05, Optimization Objective=Wasserstein2025.05 | 63.16 | 38.11 |