Differential Privacy for Protecting Multi-dimensional Contingency Table Data: Extensions and Applications

The methodology of differential privacy has provided a strong definition of privacy which in some settings, using a mechanism of doubly-exponential noise addition, also allows for extraction of informative statistics from databases. In a recent paper, Barak et al.[1] extend this approach to the rel...

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Bibliographic Details
Main Authors: Xiaolin Yang, Stephen E. Fienberg, Alessandro Rinaldo
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/613