Jiachun Liao

A Tunable Measure for Information Leakage

2018 · arXiv (Cornell University)

A tunable measure for information leakage called \textit{maximal $α$-leakage} is introduced. This measure quantifies the maximal gain of an adversary in refining a tilted version of its prior belief of any (potentially random) function of …