Model Inversion Attack Defense on Facescrub
97.9AccuracyMIDRE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIDREArchitecture=ResNet152, Parameters=(0.1, 0.4)2024.09 | 97.9 | 74.5 | 133.22 | 66.2 | 40.669 | |
| MIDREArchitecture=ResNet18, Parameters=(0.1, 0.4)2024.09 | 97.28 | 72.58 | 122.03 | 69.8 | 39.7238 | |
| MIDREArchitecture=ResNet152, Parameters=(0.1, 0.8)2024.09 | 95.74 | 31.43 | 150.89 | 84.7 | 40.388 | |
| NoDefArchitecture=ResNet1522024.09 | 95.43 | 97.24 | 115.76 | 63.3 | 45.703 | |
| NoDefArchitecture=ResNet182024.09 | 94.22 | 98.3 | 110.04 | 64.7 | 40.239 | |
| MIDREArchitecture=ResNet18, Parameters=(0.1, 0.8)2024.09 | 93.33 | 24.85 | 171.48 | 96.6 | 41.325 |