Model Inversion Defense on FaceScrub (test)
96.57AccuracyNo Defense
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| No DefenseAttack=PPA, Target Model (T)=ResNet-101, D_priv=FaceScrub, D_pub=Metfaces, D_pretrain=ImageNet1K2024.05 | 96.57 | — | — | |
| No DefenseAttack=PPA, Target Model (T)=MaxViT, D_priv=FaceScrub, D_pub=Metfaces, D_pretrain=ImageNet1K2024.05 | 96.57 | — | — | |
| No DefenseAttack=PPA, Target Model (T)=ResNet-18, D_priv=FaceScrub, D_pub=Metfaces, D_pretrain=ImageNet1K2024.05 | 94.22 | — | — | |
| TL-DMIAttack=PPA, Target Model (T)=ResNet-101, D_priv=FaceScrub, D_pub=Metfaces, D_pretrain=ImageNet1K2024.05 | 93.01 | — | — | |
| TL-DMIAttack=PPA, Target Model (T)=MaxViT, D_priv=FaceScrub, D_pub=Metfaces, D_pretrain=ImageNet1K2024.05 | 93.01 | — | — | |
| TL-DMIAttack=PPA, Target Model (T)=ResNet-18, D_priv=FaceScrub, D_pub=Metfaces, D_pretrain=ImageNet1K2024.05 | 91.12 | — | — |