Privacy-preserving Data Mining, Sharing and Publishing

TL;DR

This paper reviews various methods for privacy-preserving data sharing and publishing in e-health care, discussing technical challenges and real-world implementations to ensure patient data confidentiality.

Contribution

It provides a comprehensive literature review of privacy-preserving techniques and analyzes current complex implementations in medical systems.

Findings

Identifies key technical issues in privacy assurance

Highlights real-life high complexity implementations

Discusses effective data sharing mechanisms in e-health

Abstract

The goal of the paper is to present different approaches to privacy-preserving data sharing and publishing in the context of e-health care systems. In particular, the literature review on technical issues in privacy assurance and current real-life high complexity implementation of medical system that assumes proper data sharing mechanisms are presented in the paper.