2 papers
cs.IT2022
An Alphabet of Leakage Measures
Atefeh Gilani, Gowtham R. Kurri, Oliver Kosut +1
We introduce a family of information leakage measures called maximal -leakage, parameterized by real numbers and . The measure is formalized via an operational definiti…
cs.IT2018
Distributed Hypothesis Testing with Privacy Constraints
Atefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar +1
We revisit the distributed hypothesis testing (or hypothesis testing with communication constraints) problem from the viewpoint of privacy. Instead of observing the raw data direct…