Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacy.
Naif A. GanadilyHan J. XiaPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- differential privacy
- differentially private
- machine learning
- private data
- privacy guarantees
- privacy preservation
- data privacy
- privacy preserving data mining
- preserving privacy
- knowledge acquisition
- electronic health records
- sensitive information
- private information
- privacy preserving data mining algorithms
- sensitive data
- privacy protection
- active learning
- data analysis
- databases
- personal information
- data integration
- data sources
- secure multiparty computation