Adversarial Poisoning Protection on VGGFace2 (test)
0.967SDSPhotoGuard
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PhotoGuardTraining Setting=Standard2023.11 | 0.967 | 0.791 | 0.548 | 0.243 | 1 | |
| GlazeTraining Setting=Standard2023.11 | 0.966 | 0.762 | 0.541 | 0.012 | 0.992 | |
| AdvDMTraining Setting=Standard2023.11 | 0.933 | 0.674 | 0.111 | -0.177 | 0.898 | |
| CleanTraining Setting=Standard2023.11 | 0.897 | 0.814 | 0.438 | 0.456 | 0.992 | |
| FSMGTraining Setting=Standard2023.11 | 0.423 | 0.611 | -0.234 | -0.402 | 0.312 | |
| EASPLTraining Setting=Standard2023.11 | 0.356 | 0.586 | -0.455 | -0.489 | 0.219 | |
| ASPLTraining Setting=Standard2023.11 | 0.341 | 0.607 | -0.342 | -0.457 | 0.352 | |
| MetaCloakTraining Setting=Standard2023.11 | 0.296 | 0.662 | -0.051 | -0.38 | 0.18 |