An investigation of the effectiveness of statistical distributions for additive fixed data perturbation

DOI10.1016/0305-0548(94)00063-EzbMath0820.62100OpenAlexW1991703943MaRDI QIDQ1894742

Dinesh Batra, Krishnamurty Muralidhar

Publication date: 14 September 1995

Published in: Computers \& Operations Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0305-0548(94)00063-e

zbMATH Keywords

normal distributionlog-normal distributionstatistical databasesuniform distributionsadditive form of fixed data perturbationextensive Monte-Carlo experimentsmean absolut value perturbationsecurity of confidential data

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Applications of statistics (62P99)

Cites Work

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• A data distortion by probability distribution
• A security machanism for statistical database
• The Gamma Distribution and Inventory Control
• Accessibility, Security, and Accuracy in Statistical Databases: The Case for the Multiplicative Fixed Data Perturbation Approach

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