Privacy in statistical databases : CENEX-SDC project international conference, PSD 2006, Rome, Italy, December 13-15, 2006 : proceedings

Chapter 1 A Method for Preserving Statistical Distributions Subject to Controlled Tabular Adjustment

Chapter 2 Automatic Structure Detection in Constraints of Tabular Data

Chapter 3 A New Approach to Round Tabular Data

Chapter 4 Harmonizing Table Protection: Results of a Study

Chapter 5 Effects of Rounding on the Quality and Confidentiality of Statistical Data

Chapter 6 Disclosure Analysis for Two-Way Contingency Tables

Chapter 7 Statistical Disclosure Control Methods Through a Risk-Utility Framework

Chapter 8 A Generalized Negative Binomial Smoothing Model for Sample Disclosure Risk Estimation

Chapter 9 Entry Uniqueness in Margined Tables

Chapter 10 Combinations of SDC Methods for Microdata Protection

Chapter 11 A Fixed Structure Learning Automaton Micro-aggregation Technique for Secure Statistical Databases

Chapter 12 Optimal Multivariate 2-Microaggregation for Microdata Protection: A 2-Approximation

Chapter 13 Using the Jackknife Method to Produce Safe Plots of Microdata

Chapter 14 Combining Blanking and Noise Addition as a Data Disclosure Limitation Method

Chapter 15 Why Swap When You Can Shuffle? A Comparison of the Proximity Swap and Data Shuffle for Numeric Data

Chapter 16 Adjusting Survey Weights When Altering Identifying Design Variables Via Synthetic Data

Chapter 17 Risk, Utility and PRAM

Chapter 18 Distance Based Re-identification for Time Series, Analysis of Distances

Chapter 19 Beyond k -Anonymity: A Decision Theoretic Framework for Assessing Privacy Risk

Chapter 20 Using Mahalanobis Distance-Based Record Linkage for Disclosure Risk Assessment

Chapter 21 Improving Individual Risk Estimators

Chapter 22 Single-Database Private Information Retrieval Schemes : Overview, Performance Study, and Usage with Statistical Databases

Chapter 23 Privacy-Preserving Data Set Union

Chapter 24 “Secure” Log-Linear and Logistic Regression Analysis of Distributed Databases

Chapter 25 Measuring the Impact of Data Protection Techniques on Data Utility: Evidence from the Survey of Consumer Finances

Chapter 26 Protecting the Confidentiality of Survey Tabular Data by Adding Noise to the Underlying Microdata: Application to the Commodity Flow Survey

Chapter 27 Italian Household Expenditure Survey: A Proposal for Data Dissemination

Chapter 28 The ARGUS Software in CENEX

Chapter 29 Software Development for SDC in R

Chapter 30 On Secure e-Health Systems

Chapter 31 IPUMS-International High Precision Population Census Microdata Samples: Balancing the Privacy-Quality Tradeoff by Means of Restricted Access Extracts