Gowtham R. Kurri

An Operational Approach to Information Leakage via Generalized Gain Functions

2022 · arXiv (Cornell University)

We introduce a \emph{gain function} viewpoint of information leakage by proposing \emph{maximal $g$-leakage}, a rich class of operationally meaningful leakage measures that subsumes recently introduced leakage measures -- {maximal leakage} and {maximal $α$-leakage}. In maximal …