Privacy in Statistical Databases [electronic resource] : UNESCO Chair in Data Privacy International Conference, PSD 2008, Istanbul, Turkey, September 24-26, 2008. Proceedings / edited by Josep Domingo-Ferrer, Yücel Saygın.

By: Domingo-Ferrer, Josep [editor.]Contributor(s): Saygın, Yücel [editor.] | SpringerLink (Online service)Material type: TextTextLanguage: English Series: Lecture Notes in Computer Science: 5262Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008Description: online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540874713Subject(s): Computer science | Data mining | Information storage and retrieval systems | Information systems | Computers -- Law and legislation | Mathematical statistics | Computer Science | Data Mining and Knowledge Discovery | Statistics and Computing/Statistics Programs | Legal Aspects of Computing | Information Storage and Retrieval | Computer Appl. in Administrative Data Processing | Computers and SocietyAdditional physical formats: Printed edition:: No titleDDC classification: 006.312 LOC classification: QA76.9.D343Online resources: Click here to access online
Contents:
Tabular Data Protection -- Using a Mathematical Programming Modeling Language for Optimal CTA -- A Data Quality and Data Confidentiality Assessment of Complementary Cell Suppression -- Pre-processing Optimisation Applied to the Classical Integer Programming Model for Statistical Disclosure Control -- How to Make the ?-ARGUS Modular Method Applicable to Linked Tables -- Bayesian Assessment of Rounding-Based Disclosure Control -- Cell Bounds in Two-Way Contingency Tables Based on Conditional Frequencies -- Invariant Post-tabular Protection of Census Frequency Counts -- Microdata Protection: Methods and Case Studies -- A Practical Approach to Balancing Data Confidentiality and Research Needs: The NHIS Linked Mortality Files -- From t-Closeness to PRAM and Noise Addition Via Information Theory -- Robustification of Microdata Masking Methods and the Comparison with Existing Methods -- A Preliminary Investigation of the Impact of Gaussian Versus t-Copula for Data Perturbation -- Anonymisation of Panel Enterprise Microdata – Survey of a German Project -- Microdata Protection: Disclosure Risk Assessment -- Towards a More Realistic Disclosure Risk Assessment -- Assessing Disclosure Risk for Record Linkage -- Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking -- Parallelizing Record Linkage for Disclosure Risk Assessment -- Extensions of the Re-identification Risk Measures Based on Log-Linear Models -- Use of Auxiliary Information in Risk Estimation -- Accounting for Intruder Uncertainty Due to Sampling When Estimating Identification Disclosure Risks in Partially Synthetic Data -- How Protective Are Synthetic Data? -- On-Line Databases and Remote Access -- Auditing Categorical SUM, MAX and MIN Queries -- Reasoning under Uncertainty in On-Line Auditing -- A Remote Analysis Server - What Does Regression Output Look Like? -- Privacy-Preserving Data Mining and Private Information Retrieval -- Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections -- A Privacy-Preserving Framework for Integrating Person-Specific Databases -- Peer-to-Peer Private Information Retrieval -- Legal Issues -- Legal, Political and Methodological Issues in Confidentiality in the European Statistical System.
In: Springer eBooksSummary: 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.
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Tabular Data Protection -- Using a Mathematical Programming Modeling Language for Optimal CTA -- A Data Quality and Data Confidentiality Assessment of Complementary Cell Suppression -- Pre-processing Optimisation Applied to the Classical Integer Programming Model for Statistical Disclosure Control -- How to Make the ?-ARGUS Modular Method Applicable to Linked Tables -- Bayesian Assessment of Rounding-Based Disclosure Control -- Cell Bounds in Two-Way Contingency Tables Based on Conditional Frequencies -- Invariant Post-tabular Protection of Census Frequency Counts -- Microdata Protection: Methods and Case Studies -- A Practical Approach to Balancing Data Confidentiality and Research Needs: The NHIS Linked Mortality Files -- From t-Closeness to PRAM and Noise Addition Via Information Theory -- Robustification of Microdata Masking Methods and the Comparison with Existing Methods -- A Preliminary Investigation of the Impact of Gaussian Versus t-Copula for Data Perturbation -- Anonymisation of Panel Enterprise Microdata – Survey of a German Project -- Microdata Protection: Disclosure Risk Assessment -- Towards a More Realistic Disclosure Risk Assessment -- Assessing Disclosure Risk for Record Linkage -- Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking -- Parallelizing Record Linkage for Disclosure Risk Assessment -- Extensions of the Re-identification Risk Measures Based on Log-Linear Models -- Use of Auxiliary Information in Risk Estimation -- Accounting for Intruder Uncertainty Due to Sampling When Estimating Identification Disclosure Risks in Partially Synthetic Data -- How Protective Are Synthetic Data? -- On-Line Databases and Remote Access -- Auditing Categorical SUM, MAX and MIN Queries -- Reasoning under Uncertainty in On-Line Auditing -- A Remote Analysis Server - What Does Regression Output Look Like? -- Privacy-Preserving Data Mining and Private Information Retrieval -- Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections -- A Privacy-Preserving Framework for Integrating Person-Specific Databases -- Peer-to-Peer Private Information Retrieval -- Legal Issues -- Legal, Political and Methodological Issues in Confidentiality in the European Statistical System.

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.

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