Model Inversion Attack on Celeb-A
100ASR (L2)PIPE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PIPEProt scheme=Unprotected2025.10 | 100 | 100 | — | |
| PIPEProt scheme=Facial-FE E82025.10 | 99.8 | 99.6 | — | |
| PIPEProt scheme=Facial-FE Leech Rand2025.10 | 66.5 | 73.8 | — | |
| PIPEProt scheme=Facial-FE Leech2025.10 | 65.1 | 72.9 | — | |
| PIPEProt scheme=Snapper-FE2025.10 | 0.4 | 3.7 | — | |
| Random Guessing AdversaryProt scheme=Unprotected2025.10 | — | — | 0.9 | |
| Random Guessing AdversaryProt scheme=Facial-FE E82025.10 | — | — | 12.3 | |
| Random Guessing AdversaryProt scheme=Facial-FE Leech2025.10 | — | — | 3 | |
| Random Guessing AdversaryProt scheme=Facial-FE Leech Rand2025.10 | — | — | 3 | |
| Random Guessing AdversaryProt scheme=Snapper-FE2025.10 | — | — | 4.1 |