Information Extraction Under Privacy Constraints

Information Extraction Under Privacy Constraints

A privacy-constrained information extraction problem is considered where for a pair of correlated discrete random variables (X,Y) governed by a given joint distribution, an agent observes Y and wants to convey to a potentially public user as much information about Y as possible whi...

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Bibliographic Details
Main Authors: Shahab Asoodeh, Mario Diaz, Fady Alajaji, Tamás Linder
Format: Article
Language:English
Published: MDPI AG 2016-03-01
Series:Information
Subjects:
data privacy
equivocation
rate-privacy function
information theory
minimum mean-squared error estimation
additive channels
mutual information
maximal correlation
Online Access:http://www.mdpi.com/2078-2489/7/1/15

Internet

http://www.mdpi.com/2078-2489/7/1/15

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