Sinem Sav

This paper introduces a reinforcement learning-based method to dynamically protect genomic data sharing beacons against membership inference attacks by adapting strategies in real time.

This paper identifies a privacy vulnerability in genomic data-sharing beacons, demonstrating genome reconstruction using summary statistics and SNP correlations, achieving a higher F1-score than baseline methods.