Optimal noise addition for preserving confidentiality in multivariate data

DOI10.1016/0378-3758(91)90047-IzbMath0716.62011MaRDI QIDQ753320

Patrick Tendick

Publication date: 1991

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

zbMATH Keywords

multivariate datadata integritymultiple correlationadded noisedata modificationmeasures of confidentialitymicrodataoptimal covariance matrix

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Sampling theory, sample surveys (62D05)

Related Items (5)

Privacy protection and quantile estimation from noise multiplied data ⋮ Quantifying Privacy: A Novel Entropy-Based Measure of Disclosure Risk ⋮ Vine copula statistical disclosure control for mixed-type data ⋮ Data confidentiality: a review of methods for statistical disclosure limitation and methods for assessing privacy ⋮ Assessing the effectiveness of the noise addition method of preserving confidentiality in the multivariate normal case

Cites Work

• Linear sensitivity measures in statistical disclosure control
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