Gradient Reconstruction Attack on MNIST (Strength 25%, test)
0.06MSER(1)
Evaluation results
| Method | Links | |
|---|---|---|
| R(1)Attack Strength=25%2025.12 | 0.06 | |
| R(2)Attack Strength=25%2025.12 | 0.064 | |
| No DefenseAttack Strength=25%2025.12 | 0.066 | |
| OPEAttack Strength=25%2025.12 | 0.281 | |
| Differential Privacy (DP2)epsilon=0.7, Attack Strength=25%2025.12 | 0.481 | |
| Differential Privacy (DP1)epsilon=0.5, Attack Strength=25%2025.12 | 0.896 | |
| PRIVEE-DP++Attack Strength=25%2025.12 | 2.716 | |
| PRIVEE-DPepsilon=0.1, Attack Strength=25%2025.12 | 19.599 |