A Comprehensive Privacy-Preserving Federated Learning Scheme With Secure Authentication and Aggregation for Internet of Medical Things.
Jingwei LiuJin ZhangMian Ahmad JanRong SunLei LiuSahil VermaPushpita ChatterjeePublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- privacy preserving
- learning scheme
- vertically partitioned data
- security mechanisms
- secure multiparty computation
- scalar product
- electronic payment
- horizontally partitioned data
- multi party
- sensitive data
- homomorphic encryption
- privacy preserving data mining
- privacy protection
- learning algorithm
- privacy preservation
- user privacy
- data privacy
- horizontally partitioned
- security requirements
- security analysis
- security issues
- privacy concerns
- sensitive information
- identity management
- access control
- preserving privacy
- medical data
- security protocols
- privacy sensitive
- private data
- privacy guarantees
- data perturbation
- authentication protocol
- digital libraries
- privacy issues
- privacy requirements
- data mining