Image Inpainting Immunization on D_I Stable Diffusion V1.5 (test)
18.1PSNRDiffusionGuard
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiffusionGuardTarget Model=Stable Diffusion V1.5, Surrogate Model Type=White-box, Perturbation budget=16/255, Immunization Approach=Image-specific, Requires mask=true2026.02 | 18.1 | 0.615 | 0.309 | 0.816 | 0.448 | |
| Universal Image ImmunizationTarget Model=Stable Diffusion V1.5, Surrogate Model Type=White-box, Perturbation budget=16/255, Immunization Approach=Universal, Requires mask=false2026.02 | 17.51 | 0.528 | 0.239 | 0.805 | 0.488 | |
| AdvPaintTarget Model=Stable Diffusion V1.5, Surrogate Model Type=White-box, Perturbation budget=16/255, Immunization Approach=Image-specific, Requires mask=true2026.02 | 15.16 | 0.499 | 0.238 | 0.761 | 0.556 |