Jerome Reiter

Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy

When releasing outputs from confidential data, agencies need to balance the analytical usefulness of the released data with the obligation to protect data subjects' confidentiality. For releases satisfying differential privacy, this balance is reflected by the privacy budget, $\varepsilon$. We provi…