Defense against Model Inversion Attack on CelebA
87.83AccuracyNo Defense
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| No DefenseBackbone=VGG-16, Attack method=PLG-MI2024.11 | 87.83 | 0.611 | 19.39 | 13.17 | 0.0893 | 0.1498 | |
| NegLSBackbone=VGG-16, Attack method=PLG-MI2024.11 | 81.76 | 0.7587 | 3.8 | 0 | 0.0244 | 0.0189 | |
| Trap-MIDBackbone=VGG-16, Attack method=PLG-MI2024.11 | 81.62 | 1.3845 | 9.56 | 71.63 | 0.0328 | 0.0728 | |
| BiDOBackbone=VGG-16, Attack method=PLG-MI2024.11 | 79.62 | 0.7058 | 20.17 | 10.17 | 0.0807 | 0.1362 | |
| MIDBackbone=VGG-16, Attack method=PLG-MI2024.11 | 76.67 | 0.641 | 21.25 | 33.96 | 0.0913 | 0.1734 |