Gradient Inversion Attack on CIFAR-100 (MSE)
0.013MSER(1)
Evaluation results
| Method | Links | |
|---|---|---|
| R(1)Attack Strength=75%2025.12 | 0.013 | |
| R(2)Attack Strength=75%2025.12 | 0.013 | |
| R(2)Attack Strength=25%2025.12 | 0.103 | |
| PRIVEE-DPAttack Strength=75%, epsilon=0.12025.12 | 0.107 | |
| R(1)Attack Strength=25%2025.12 | 0.119 | |
| No DefenseAttack Strength=25%2025.12 | 0.14 | |
| OPEAttack Strength=75%2025.12 | 0.289 | |
| OPEAttack Strength=25%2025.12 | 0.32 | |
| No DefenseAttack Strength=75%2025.12 | 0.37 | |
| DPepsilon=0.7, Attack Strength=25%2025.12 | 0.467 | |
| DPAttack Strength=75%, epsilon=0.72025.12 | 0.477 | |
| DPepsilon=0.5, Attack Strength=25%2025.12 | 0.541 | |
| DPAttack Strength=75%, epsilon=0.52025.12 | 0.928 | |
| PRIVEE-DP++Attack Strength=75%2025.12 | 3.178 | |
| PRIVEE-DP++Attack Strength=25%2025.12 | 21.05 | |
| PRIVEE-DPepsilon=0.1, Attack Strength=25%2025.12 | 23.308 |