Model Inversion Attack on CelebA 128x128 resolution (test)
1,320.16KNN DistanceLOKT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOKTTarget Model (T)=ResNet-152, Private Dataset (Dpriv)=CelebA, Public Dataset (Dpub)=CelebA, Image Size=128x128, Variant=Sen (Ensemble)2023.10 | 1,320.16 | — | |
| LOKTTarget Model (T)=ResNet-152, Private Dataset (Dpriv)=CelebA, Public Dataset (Dpub)=CelebA, Image Size=128x128, Variant=S2023.10 | 1,341.04 | — | |
| LOKTTarget Model (T)=ResNet-152, Private Dataset (Dpriv)=CelebA, Public Dataset (Dpub)=CelebA, Image Size=128x128, Variant=C ◦ D2023.10 | 1,356.53 | — | |
| BREPMITarget Model (T)=ResNet-152, Private Dataset (Dpriv)=CelebA, Public Dataset (Dpub)=CelebA, Image Size=128x1282023.10 | 1,389.09 | — |