A Communication-Efficient, Privacy-Preserving Federated Learning Algorithm Based on Two-Stage Gradient Pruning and Differentiated Differential Privacy.
Yong LiWei DuLiquan HanZhenjian ZhangTongtong LiuPublished in: Sensors (2023)
Keyphrases
- privacy preserving
- differential privacy
- differentially private
- privacy guarantees
- multi party
- privacy preservation
- private data
- privacy preserving data mining
- privacy preserving data mining algorithms
- data privacy
- preserving privacy
- vertically partitioned data
- private information
- privacy protection
- privacy issues
- sensitive information
- sensitive data
- privacy concerns
- intrusion detection
- databases
- data sharing
- data publishing
- communication cost
- social media
- query processing
- scalar product
- digital libraries