Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data Challenge

Differentially private synthetic data generation offers a recent solution to release analytically useful data while preserving the privacy of individuals in the data. In order to utilize these algorithms for public policy decisions, policymakers need an accurate understanding of these algorithms�...

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Bibliographic Details
Main Authors: Claire McKay Bowen, Joshua Snoke
Format: Article
Language:English
Published: Labor Dynamics Institute 2021-02-01
Series:The Journal of Privacy and Confidentiality
Subjects:
Online Access:http://www.journalprivacyconfidentiality.org/index.php/jpc/article/view/748