Privacy mechanisms and evaluation metrics for Synthetic Data Generation: A systematic review

PA Osorio-Marulanda, G Epelde, M Hernandez… - IEEE …, 2024 - ieeexplore.ieee.org
The growth of data publishing, sharing, and mining mechanisms in various fields of industry
and science has led to an increase in the flow of data, making it an important asset that …

Comparative Analysis of Local Differential Privacy Schemes in Healthcare Datasets

A Hernandez-Matamoros, H Kikuchi - Applied Sciences, 2024 - mdpi.com
In the rapidly evolving landscape of healthcare technology, the critical need for robust
privacy safeguards is undeniable. Local Differential Privacy (LDP) offers a potential solution …

Healthcare Big Data Privacy Protection Model Based on Risk‐Adaptive Access Control

R Jiang, S Han, M Shi, T Gao… - Security and …, 2022 - Wiley Online Library
Edge computing is playing an increasingly important role in the field of health care. Edge
computing provides high‐quality personalized services to patients based on user and …