Defense against Data Reconstruction Attack on STL10 (first 100 samples)
0.0024MSEDNP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DNPδ (noise level)=0.03, Backbone=ResNet, Batch size=10, FC layer size=202025.12 | 0.0024 | 26.47 | 90.5 | |
| InvL-DNPδ (noise level)=0.07, Backbone=ResNet, Batch size=10, FC layer size=202025.12 | 0.012 | 24.94 | 77.2 | |
| GNPδ (noise level)=0.001, Backbone=ResNet, Batch size=10, FC layer size=202025.12 | 0.06 | 12.35 | 39.6 | |
| InvL-GNPδ (noise level)=0.005, Backbone=ResNet, Batch size=10, FC layer size=202025.12 | 0.081 | 11.09 | 37.3 |