Robustness of Maximal $\alpha$-Leakage to Side Information

Jiachun Liao, Lalitha Sankar, Oliver Kosut +1

Maximal $\alpha$-leakage is a tunable measure of information leakage based on the accuracy of guessing an arbitrary function of private data based on public data. The parameter $\alpha$ dete…