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Privacy-Aware Guessing Efficiency
Conference

Privacy-Aware Guessing Efficiency

Abstract

We investigate the problem of guessing a discrete random variable $Y$ under a privacy constraint dictated by another correlated discrete random variable $X$, where both guessing efficiency and privacy are assessed in terms of the probability of correct guessing. We define $h(P_{XY},\ \varepsilon)$ as the maximum probability of correctly guessing $Y$ given an auxiliary random variable $Z$, where the maximization is taken over all $P_{Z\vert Y}$ …

Authors

Asoodeh S; Diaz M; Alajaji F; Linder T

Pagination

pp. 754-758

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

June 1, 2017

DOI

10.1109/isit.2017.8006629

Name of conference

2017 IEEE International Symposium on Information Theory (ISIT)