Balancing Privacy and Utility in Correlated Data: A Study of Bayesian Differential Privacy

Martin Lange, Patricia Guerra-Balboa, Javier Parra-Arnau +1

Privacy risks in differentially private (DP) systems increase significantly when data is correlated, as standard DP metrics often underestimate the resulting privacy leakage, leavi…