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2011 Data confidentiality: A review of methods for statistical disclosure limitation and methods for assessing privacy
Gregory J. Matthews, Ofer Harel
Statist. Surv. 5(none): 1-29 (2011). DOI: 10.1214/11-SS074

Abstract

There is an ever increasing demand from researchers for access to useful microdata files. However, there are also growing concerns regarding the privacy of the individuals contained in the microdata. Ideally, microdata could be released in such a way that a balance between usefulness of the data and privacy is struck. This paper presents a review of proposed methods of statistical disclosure control and techniques for assessing the privacy of such methods under different definitions of disclosure.

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Gregory J. Matthews. Ofer Harel. "Data confidentiality: A review of methods for statistical disclosure limitation and methods for assessing privacy." Statist. Surv. 5 1 - 29, 2011. https://doi.org/10.1214/11-SS074

Information

Published: 2011
First available in Project Euclid: 4 February 2011

zbMATH: 1274.62055
MathSciNet: MR2771039
Digital Object Identifier: 10.1214/11-SS074

Subjects:
Primary: 62A01

Rights: Copyright © 2011 The author, under a Creative Commons Attribution License

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