Confidentiality and differential privacy in the dissemination of frequency tables

DOI10.1214/17-STS641zbMath1403.62229OpenAlexW2782088664WikidataQ129408520 ScholiaQ129408520MaRDI QIDQ1630396

Christine M. O'Keefe, Natalie Shlomo, Yosef Rinott, C. J. Skinner

Publication date: 10 December 2018

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

Full work available at URL: https://projecteuclid.org/euclid.ss/1534147228

zbMATH Keywords

utilitycontingency tablesdifferential privacystatistical disclosure control

Mathematics Subject Classification ID

Applications of statistics to social sciences (62P25) Contingency tables (62H17)

Related Items (6)

Balancing Inferential Integrity and Disclosure Risk Via Model Targeted Masking and Multiple Imputation ⋮ A firm foundation for statistical disclosure control ⋮ Assessing Bayesian Semi‐Parametric Log‐Linear Models: An Application to Disclosure Risk Estimation ⋮ A Feasibility Study of Differentially Private Summary Statistics and Regression Analyses with Evaluations on Administrative and Survey Data ⋮ An information theoretic approach to post randomization methods under differential privacy ⋮ Correcting for linkage errors in contingency tables -- a cautionary tale

Uses Software

• PrivateLR

Cites Work

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