Model Inversion Attack on CelebA (Top-5 Accuracy and FID)
91.02Top-5 Attack AccuracyVMI + LOMMA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VMI + LOMMATarget Model (Mt)=ResNet-34, Evaluation Model=IR-SE50, D_priv=CelebA, D_pub=CelebA2023.04 | 91.02 | 8.7 | 23.56 | |
| VMI + LOMTarget Model (Mt)=ResNet-34, Evaluation Model=IR-SE50, D_priv=CelebA, D_pub=CelebA2023.04 | 86.56 | 4.24 | 25.42 | |
| VMI + MATarget Model (Mt)=ResNet-34, Evaluation Model=IR-SE50, D_priv=CelebA, D_pub=CelebA2023.04 | 86.16 | 3.84 | 17.6 | |
| VMITarget Model (Mt)=ResNet-34, Evaluation Model=IR-SE50, D_priv=CelebA, D_pub=CelebA2023.04 | 82.32 | — | 16.82 |