Comparative study of differentially private data synthesis methods

DOI10.1214/19-STS742MaRDI QIDQ2218047

Yanyan Li

Publication date: 12 January 2021

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1602.01063

zbMATH Keywords

sufficient statisticsdifferential privacystatistical disclosure limitationDIPSnonparametric DIPSparametric DIPS

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (5)

A firm foundation for statistical disclosure control ⋮ Distribution-invariant differential privacy ⋮ A Feasibility Study of Differentially Private Summary Statistics and Regression Analyses with Evaluations on Administrative and Survey Data ⋮ Unnamed Item ⋮ Differentially private data release via statistical election to partition sequentially

Uses Software

• IVEware
• RAPPOR

Cites Work

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