Synthetic Data Generation with Differential Privacy via Bayesian Networks

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Ergute Bao
Xiaokui Xiao
Jun Zhao
Dongping Zhang
Bolin Ding


This paper describes PrivBayes, a differentially private method for generating synthetic datasets that was used in the 2018 Differential Privacy Synthetic Data Challenge organized by NIST.

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How to Cite
Bao, Ergute, Xiaokui Xiao, Jun Zhao, Dongping Zhang, and Bolin Ding. 2021. “Synthetic Data Generation With Differential Privacy via Bayesian Networks”. Journal of Privacy and Confidentiality 11 (3).
Privacy Challenges