Feature Inference Attack (GRN) on MNIST
0.013MSENo Defense
Evaluation Results
| Method | Links | |
|---|---|---|
| No DefenseAttack Strength=50%2025.12 | 0.013 | |
| RoundingAttack Strength=50%, Rounding precision (b)=12025.12 | 0.104 | |
| RoundingAttack Strength=50%, Rounding precision (b)=22025.12 | 0.104 | |
| Order-Preserving EncryptionAttack Strength=50%2025.12 | 0.306 | |
| Differential PrivacyAttack Strength=50%, Privacy Budget (epsilon)=0.72025.12 | 0.539 | |
| Differential PrivacyAttack Strength=50%, Privacy Budget (epsilon)=0.52025.12 | 0.968 | |
| PRIVEE-DP++Attack Strength=50%2025.12 | 2.498 | |
| PRIVEE-DPAttack Strength=50%, Privacy Budget (epsilon)=0.12025.12 | 20.402 |