2006 CENEX-SDC 项目国际会议/会议录:统计数据库中的隐私

2006 CENEX-SDC 项目国际会议/会议录:统计数据库中的隐私
作 者: Josep Domingo-Ferrer 
出版社: 湖南文艺出版社
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作者简介

暂缺《2006 CENEX-SDC 项目国际会议/会议录:统计数据库中的隐私》作者简介

内容简介

This book constitutes the refereed proceedings of the International Conference on Privacy in Statistical Databases, PSD 2006, held in December 2006 in Rome, Italy as the main conference of the CENEX-SDC (CENtre of EXcellence for Statistical Disclosure Control) project.The 31 revised full papers presented were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on methods for tabular protection, utility and risk in tabular protection, methods for microdata protection, utility and risk in microdata protection, protocols for private computation, case studies, and software.

图书目录

Methods for Tabular Protection

A Method for Preserving Statistical Distributions Subject to Controlled Tabular Adjustment

Automatic Structure Detection in Constraints of Tabular Data

A New Approach to Round Tabular Data

Harmonizing Table Protection: Results of a Study

Utility and Risk in Tabular Protection

Effects of Rounding on the Quality and Confidentiality of Statistical Data

Disclosure Analysis for Two-Way Contingency Tables

Statistical Disclosure Control Methods Through a Risk-Utility Framework

A Generalized Negative Binomial Smoothing Model for Sample Disclosure Risk Estimation

Entry Uniqueness in Margined Tables

Methods for Microdata Protection

Combinations of SDC Methods for Microdata Protection

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

Optimal Multivariate 2-Microaggregation for Microdata Protection A 2-Approximation

Using the Jackknife Method to Produce Safe Plots of Microdata

Combining Blanking and Noise Addition as a Data Disclosure Limitation Method

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

Adjusting Survey Weights When Altering Identifying Design Variables Via Synthetic Data

Utility and Risk in Microdata Protection

Risk, Utility and PRAM

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

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

Using Mahalanobis Distance-Based Assessment

Record Linkage for Disclosure Risk

Improving Individual Risk Estimators

Protocols for Private

Case Studies

Software

Author Index