A data-driven approach to choosing privacy parameters for clinical trial data sharing under differential privacy.
Henian ChenJinyong PangYayi ZhaoSpencer GiddensJoseph FicekMatthew J. ValenteBiwei CaoEllen DaleyPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- differential privacy
- data sharing
- private data
- differentially private
- clinical trials
- privacy guarantees
- data access
- data integration
- distributed data
- data privacy
- information sharing
- privacy preserving
- peer to peer
- anonymized data
- privacy protection
- privacy preservation
- sensitive data
- data management
- private information
- personal information
- databases
- homomorphic encryption