An Axiomatic View of Statistical Privacy and Utility

"Privacy" and "utility" are words that frequently appear in the literature on statistical privacy. But what do these words really mean? In recent years, many problems with intuitive notions of privacy and utility have been uncovered. Thus more formal notions of privacy and utili...

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Bibliographic Details
Main Authors: Daniel Kifer, Bing-Rong Lin
Format: Article
Language:English
Published: Labor Dynamics Institute 2012-07-01
Series:The Journal of Privacy and Confidentiality
Subjects:
Online Access:https://journalprivacyconfidentiality.org/index.php/jpc/article/view/610