دانلود کتاب Privacy in Statistical Databases: CENEX-SDC Project International Conference, PSD 2006, Rome, Italy, December 13-15, 2006. Proceedings

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Front Matter....Pages -
A Method for Preserving Statistical Distributions Subject to Controlled Tabular Adjustment....Pages 1-11
Automatic Structure Detection in Constraints of Tabular Data....Pages 12-24
A New Approach to Round Tabular Data....Pages 25-34
Harmonizing Table Protection: Results of a Study....Pages 35-47
Effects of Rounding on the Quality and Confidentiality of Statistical Data....Pages 48-56
Disclosure Analysis for Two-Way Contingency Tables....Pages 57-67
Statistical Disclosure Control Methods Through a Risk-Utility Framework....Pages 68-81
A Generalized Negative Binomial Smoothing Model for Sample Disclosure Risk Estimation....Pages 82-93
Entry Uniqueness in Margined Tables....Pages 94-101
Combinations of SDC Methods for Microdata Protection....Pages 102-113
A Fixed Structure Learning Automaton Micro-aggregation Technique for Secure Statistical Databases....Pages 114-128
Optimal Multivariate 2-Microaggregation for Microdata Protection: A 2-Approximation....Pages 129-138
Using the Jackknife Method to Produce Safe Plots of Microdata....Pages 139-151
Combining Blanking and Noise Addition as a Data Disclosure Limitation Method....Pages 152-163
Why Swap When You Can Shuffle? A Comparison of the Proximity Swap and Data Shuffle for Numeric Data....Pages 164-176
Adjusting Survey Weights When Altering Identifying Design Variables Via Synthetic Data....Pages 177-188
Risk, Utility and PRAM....Pages 189-204
Distance Based Re-identification for Time Series, Analysis of Distances....Pages 205-216
Beyond k -Anonymity: A Decision Theoretic Framework for Assessing Privacy Risk....Pages 217-232
Using Mahalanobis Distance-Based Record Linkage for Disclosure Risk Assessment....Pages 233-242
Improving Individual Risk Estimators....Pages 243-256
Single-Database Private Information Retrieval Schemes : Overview, Performance Study, and Usage with Statistical Databases....Pages 257-265
Privacy-Preserving Data Set Union....Pages 266-276
“Secure” Log-Linear and Logistic Regression Analysis of Distributed Databases....Pages 277-290
Measuring the Impact of Data Protection Techniques on Data Utility: Evidence from the Survey of Consumer Finances....Pages 291-303
Protecting the Confidentiality of Survey Tabular Data by Adding Noise to the Underlying Microdata: Application to the Commodity Flow Survey....Pages 304-317
Italian Household Expenditure Survey: A Proposal for Data Dissemination....Pages 318-333
The ARGUS Software in CENEX....Pages 334-346
Software Development for SDC in R....Pages 347-359
On Secure e-Health Systems....Pages 360-374
IPUMS-International High Precision Population Census Microdata Samples: Balancing the Privacy-Quality Tradeoff by Means of Restricted Access Extracts....Pages 375-382
Back Matter....Pages -