Privacy in Statistical Databases: UNESCO Chair in Data Privacy International Conference, Psd 2008, Istanbul, Turkey, September 24-26, 2008, Proceedings

by Domingo-Ferrer, Josep; Saygin, Yucel

• ISBN13: 9783540874706
• ISBN10: 3540874704
• Format: Paperback
• Copyright: 2008-10-31
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the International Conference on Privacy in Statistical Databases, PSD 2008, held in September 2008 in Istanbul, Turkey, under the sponsorship of the UNESCO chair in Data Privacy.The 27 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers are organized in topical sections on tabular data protection; microdata protection; online databases and remote access; privacy-preserving data mining and private information retrieval; and legal issues.

Table of Contents

Tabular Data Protection
Using a Mathematical Programming Modeling Language for Optimal CTA	p. 1
A Data Quality and Data Confidentiality Assessment of Complementary Cell Suppression	p. 13
Pre-processing Optimisation Applied to the Classical Integer Programming Model for Statistical Disclosure Control	p. 24
How to Make the [toe]-ARGUS Modular Method Applicable to Linked Tables	p. 37
Bayesian Assessment of Rounding-Based Disclosure Control	p. 50
Cell Bounds in Two-Way Contingency Tables Based on Conditional Frequencies	p. 64
Invariant Post-tabular Protection of Census Frequency Counts	p. 77
Microdata Protection: Methods and Case Studies
A Practical Approach to Balancing Data Confidentiality and Research Needs: The NHIS Linked Mortality Files	p. 90
From t-Closeness to PRAM and Noise Addition Via Information Theory	p. 100
Robustification of Microdata Masking Methods and the Comparison with Existing Methods	p. 113
A Preliminary Investigation of the Impact of Gaussian Versus t-Copula or Data Perturbation	p. 127
Anonymisation of Panel Enterprise Microdata - Survey of a German Project	p. 139
Microdata Protection: Disclosure Risk Assessment
Towards a More Realistic Disclosure Risk Assessment	p. 152
Assessing Disclosure Risk for Record Linkage	p. 166
Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking	p. 177
Parallelizing Record Linkage for Disclosure Risk Assessment	p. 190
Extensions of the Re-identification Risk Measures Based on Log-Linear Models	p. 203
Use of Auxiliary Information in Risk Estimation	p. 213
Accounting for Intruder Uncertainty Due to Sampling When Estimating Identification Disclosure Risks in Partially Synthetic Data	p. 227
How Protective Are Synthetic Data?	p. 239
On-Line Databases and Remote Access
Auditing Categorical SUM, MAX and MIN Queries	p. 247
Reasoning under Uncertainty in On-Line Auditing	p. 257
A Remote Analysis Server - What Does Regression Output Look Like?	p. 270
Privacy-Preserving Data Mining and Private Information Retrieval
Accuracy in Privacy-Preserving Data Mining Using the Paradigm Cryptographic Elections	p. 284
A Privacy-Preserving Framework for Integrating Person-Specific Databases	p. 298
Peer-to-Peer Private Information Retrieval	p. 315
Legal Issues
Legal, Political and Methodological Issues in Confidentiality in the European Statistical System	p. 324
Author Index	p. 335
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