Model Inversion Attack on Standard MI Attack Datasets (CelebA, Pubfig83, FFHQ, Facescrub)
12.16Queries (M)LOKT
Evaluation Results
| Method | Links | |
|---|---|---|
| LOKTTarget model (T)=FaceNet64, Surrogate design=CoD2023.10 | 12.16 | |
| LOKTTarget model (T)=IR152, Surrogate design=CoD2023.10 | 12.16 | |
| LOKTTarget model (T)=VGG16, Surrogate design=CoD2023.10 | 12.16 | |
| LOKTTarget model (T)=BIDO-HSIC, Surrogate design=CoD2023.10 | 12.16 | |
| LOKTTarget model (T)=MID, Surrogate design=CoD2023.10 | 12.16 | |
| LOKTTarget model (T)=FaceNet64, Surrogate design=S or Sen2023.10 | 12.66 | |
| LOKTTarget model (T)=IR152, Surrogate design=S or Sen2023.10 | 12.66 | |
| LOKTTarget model (T)=VGG16, Surrogate design=S or Sen2023.10 | 12.66 | |
| LOKTTarget model (T)=BIDO-HSIC, Surrogate design=S or Sen2023.10 | 12.66 | |
| LOKTTarget model (T)=MID, Surrogate design=S or Sen2023.10 | 12.66 | |
| BREPMITarget model (T)=FaceNet642023.10 | 17.98 | |
| BREPMITarget model (T)=IR1522023.10 | 18.06 | |
| BREPMITarget model (T)=VGG162023.10 | 18.12 | |
| BREPMITarget model (T)=MID2023.10 | 18.25 | |
| BREPMITarget model (T)=BIDO-HSIC2023.10 | 18.39 |