Secure Federated Learning Scheme Based on Differential Privacy and Homomorphic Encryption.
Xuyan ZhangDa HuangYuhua TangPublished in: ICIC (LNAI 5) (2024)
Keyphrases
- learning scheme
- homomorphic encryption
- differential privacy
- privacy preserving
- data sharing
- differentially private
- distributed data
- secure multi party computation
- privacy preservation
- privacy preserving data mining
- data privacy
- learning algorithm
- vertically partitioned data
- data access
- digital libraries
- sensitive data
- data integration
- privacy protection
- privacy concerns
- data sources
- private information
- encryption scheme
- databases
- peer to peer
- data analysis
- information systems
- information sharing
- search engine
- scalar product
- sensitive information