Optimizing Privacy-Accuracy Trade-off in DP-FL via Significant Gradient Perturbation.
Benteng ZhangYingchi MaoZijian TuXiaoming HePing PingJie WuPublished in: MSN (2023)
Keyphrases
- trade off
- bias variance
- high accuracy
- dynamic programming
- prediction accuracy
- computational cost
- error rate
- personal information
- data mining
- gradient method
- privacy preservation
- statistical databases
- highly accurate
- privacy preserving
- data privacy
- fuzzy logic
- location privacy
- data perturbation
- data sets
- perturbation method