2 papers
stat.AP2025
An Analytical Approach to Privacy and Performance Trade-Offs in Healthcare Data Sharing
Yusi Wei, Hande Y. Benson, Muge Capan
The secondary use of healthcare data is vital for research and clinical innovation, but it raises concerns about patient privacy. This study investigates how to balance privacy pre…
cs.LG2025
Multi-Objective Optimization-Based Anonymization of Structured Data for Machine Learning Application
Yusi Wei, Hande Y. Benson, Joseph K. Agor +1
Organizations are collecting vast amounts of data, but they often lack the capabilities needed to fully extract insights. As a result, they increasingly share data with external ex…