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