PPFLHE: A privacy-preserving federated learning scheme with homomorphic encryption for healthcare data.
Bo WangHongtao LiYina GuoJie WangPublished in: Appl. Soft Comput. (2023)
Keyphrases
- privacy preserving
- learning scheme
- data privacy
- sensitive information
- data sets
- privacy sensitive
- vertically partitioned data
- sensitive data
- private information
- privacy preserving data mining
- database
- privacy concerns
- data analysis
- privacy preservation
- raw data
- data sources
- data collection
- homomorphic encryption
- data distribution
- data mining
- knowledge discovery
- data quality
- data points
- original data
- xml documents
- relational databases
- multi party
- learning algorithm
- databases