Gradient Inversion Attack on MNIST Attack Strength = 75% (test)
0.157MSE (GIA)R(1)
Evaluation results
| Method | Links | |
|---|---|---|
| R(1)Defense=R(1)2025.12 | 0.157 | |
| R(2)Defense=R(2)2025.12 | 0.158 | |
| No DefenseDefense=None2025.12 | 0.184 | |
| OPEDefense=OPE2025.12 | 0.356 | |
| DPepsilon=0.72025.12 | 0.541 | |
| DPepsilon=0.52025.12 | 0.69 | |
| PRIVEE-DPepsilon=0.12025.12 | 24.791 | |
| PRIVEE-DP++Defense=PRIVEE-DP++2025.12 | 24.955 |