Table 8 Differential privacy configuration for Health-FedNet.
Parameter | Symbol | Value |
|---|---|---|
Clipping Norm | C | 1.2 |
Noise Standard Deviation | Ļ | 0.8 |
Privacy Budget (per round) Failure Probability | εr Ī“ | 0.15 10āāā5 |
Sampling Rate | q | 0.05 |
Total Training Rounds | R | 20 |
Accountant Method | ā | RDPā+āMoments Accountant |
Final Privacy Guarantee | (ε, Ī“ ) | (1.53, 10ā5) |