A Reinforcement Learning-based Approach for Dynamic Privacy Protection in Genomic Data Sharing Beacons
Masoud Poorghaffar Aghdam, Sobhan Shukueian Tabrizi, Kerem Ayöz, Erman Ayday, Sinem Sav, A. Ercüment Çiçek
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.
Genome biology · Nov 24, 2025Peer-reviewedBioinformatics