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Privacy in Statistical Databases

UNESCO Chair in Data Privacy, International Conference, PSD 2012, Palermo, Italy, September 26-28, 2012, Proceedings

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Josep Domingo-Ferrer

    1. Departament d’Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili UNESCO Chair in Data Privacy, Tarragona, Spain

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  2. Ilenia Tinnirello

    1. Dipartimento di Ingegneria Elettrica, Elettronica e delle Telecomunicazioni, di tecnologie Chimiche, Automatica e modelli Matematici, Università degli Studi di Palermo, Palermo, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7556)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: PSD 2012.

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Table of contents (27 papers)

  1. Front Matter

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  2. Tabular Data Protection

    1. p% Should Dominate

      • Peter-Paul de Wolf, Anco Hundepool
      Pages 1-10

    2. A Computational Evaluation of Optimization Solvers for CTA

      • Jordi Castro
      Pages 11-21

    3. Flexible Rounding Based on Consistent Post-tabular Stochastic Noise

      • Sarah Giessing
      Pages 22-34

    4. Comparing L 1 and L 2 Distances for CTA

      • Jordi Castro
      Pages 35-46

    5. An Investigation of Model-Based Microdata Masking for Magnitude Tabular Data Release

      • Mario Trottini, Krish Muralidhar, Rathindra Sarathy
      Pages 47-62

  3. Microdata Protection: Methods and Disclosure Risk

    1. Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro

      • Alexander Kowarik, Matthias Templ, Bernhard Meindl, Francois Fonteneau, Bernd Prantner
      Pages 63-77

    2. Clustering-Based Categorical Data Protection

      • Jordi Marés, Vicenç Torra
      Pages 78-89

    3. Anonymization Methods for Taxonomic Microdata

      • Josep Domingo-Ferrer, Krish Muralidhar, Guillem Rufian-Torrell
      Pages 90-102

    4. Hybrid Microdata via Model-Based Clustering

      • Anna Oganian, Josep Domingo-Ferrer
      Pages 103-115

    5. Logistic Regression with Variables Subject to Post Randomization Method

      • Yong Ming Jeffrey Woo, Aleksandra B. Slavković
      Pages 116-130

    6. Valid Statistical Inference on Automatically Matched Files

      • Rob Hall, Stephen Fienberg
      Pages 131-142

  4. Microdata Protection: Case Studies

    1. n-Cycle Swapping for the American Community Survey

      • Michael DePersio, Marlow Lemons, Kaleli A. Ramanayake, Julie Tsay, Laura Zayatz
      Pages 143-164

    2. Generating Useful Test Data for Complex Linked Employer-Employee Datasets

      • Matthias Dorner, Jörg Drechsler, Peter Jacobebbinghaus
      Pages 165-178

    3. When Excessive Perturbation Goes Wrong and Why IPUMS-International Relies Instead on Sampling, Suppression, Swapping, and Other Minimally Harmful Methods to Protect Privacy of Census Microdata

      • Lara Cleveland, Robert McCaa, Steven Ruggles, Matthew Sobek
      Pages 179-187

    4. Achieving Comparability of Earnings

      • Luisa Franconi, Daniela Ichim
      Pages 188-199

    5. Designing Multiple Releases from the Small and Medium Enterprises Survey

      • Flavio Foschi, Maria Cristina Casciano, Luisa Franconi, Daniela Ichim
      Pages 200-215

    6. A Proposed Solution to the Archiving and Curation of Confidential Scientific Inputs

      • John M. Abowd, Lars Vilhuber, William Block
      Pages 216-225

  5. Spatial Data Protection

    1. Confidentialising Maps of Mixed Point and Diffuse Spatial Data

      • Christine M. O’Keefe
      Pages 226-240

  6. Differential Privacy

    1. Security of Random Output Perturbation for Statistical Databases

      • Daniel Z. Zanger
      Pages 241-256
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Other volumes

  1. Privacy in Statistical Databases

Keywords

About this book

This book constitutes the refereed proceedings of the International Conference on Privacy in Statistical Databases, PSD 2012, held in Palermo, Italy, in September 2012 under the sponsorship of the UNESCO chair in Data Privacy. The 27 revised full papers presented were carefully reviewed and selected from 38 submissions. The papers are organized in topical sections on tabular data protection; microdata protection: methods and disclosure risk; microdata protection: case studies; spatial data protection; differential privacy; on-line databases and remote access; privacy-preserving protocols.

Editors and Affiliations

  • Departament d’Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili UNESCO Chair in Data Privacy, Tarragona, Spain

    Josep Domingo-Ferrer

  • Dipartimento di Ingegneria Elettrica, Elettronica e delle Telecomunicazioni, di tecnologie Chimiche, Automatica e modelli Matematici, Università degli Studi di Palermo, Palermo, Italy

    Ilenia Tinnirello

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