Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation

BackgroundPrivacy is of increasing interest in the present big data era, particularly the privacy of medical data. Specifically, differential privacy has emerged as the standard method for preservation of privacy during data analysis and publishing. ObjectiveUsing...

Full description

Bibliographic Details
Main Authors: MinDong Sung, Dongchul Cha, Yu Rang Park
Format: Article
Language:English
Published: JMIR Publications 2021-11-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2021/11/e26914