Model Inversion Attack on LFW
99.9ASR (L2)PIPE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PIPEProt scheme=Unprotected2025.10 | 99.9 | 99.9 | — | |
| PIPEProt scheme=Facial-FE E82025.10 | 99.7 | 99.9 | — | |
| PIPEProt scheme=Facial-FE Leech2025.10 | 65.1 | 72.7 | — | |
| PIPEProt scheme=Facial-FE Leech Rand2025.10 | 63.7 | 71.6 | — | |
| PIPEProt scheme=Snapper-FE2025.10 | 0.6 | 3.6 | — | |
| Random Guessing AdversaryProt scheme=Unprotected2025.10 | — | — | 1.5 | |
| Random Guessing AdversaryProt scheme=Facial-FE E82025.10 | — | — | 11.7 | |
| Random Guessing AdversaryProt scheme=Facial-FE Leech2025.10 | — | — | 4 | |
| Random Guessing AdversaryProt scheme=Facial-FE Leech Rand2025.10 | — | — | 4 | |
| Random Guessing AdversaryProt scheme=Snapper-FE2025.10 | — | — | 4.4 |