An Operational Approach to Information Leakage

Ibrahim Issa, Aaron B. Wagner, Sudeep Kamath

Given two random variables $X$ and $Y$, an operational approach is undertaken to quantify the ``leakage'' of information from $X$ to $Y$. The resulting measure $\mathcal{L}(X \!\!…