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

Front Matter....Pages -
 p % Should Dominate....Pages 1-10
A Computational Evaluation of Optimization Solvers for CTA....Pages 11-21
Flexible Rounding Based on Consistent Post-tabular Stochastic Noise....Pages 22-34
Comparing L 1 and L 2 Distances for CTA....Pages 35-46
An Investigation of Model-Based Microdata Masking for Magnitude Tabular Data Release....Pages 47-62
Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro....Pages 63-77
Clustering-Based Categorical Data Protection....Pages 78-89
Anonymization Methods for Taxonomic Microdata....Pages 90-102
Hybrid Microdata via Model-Based Clustering....Pages 103-115
Logistic Regression with Variables Subject to Post Randomization Method....Pages 116-130
Valid Statistical Inference on Automatically Matched Files....Pages 131-142
 n -Cycle Swapping for the American Community Survey....Pages 143-164
Generating Useful Test Data for Complex Linked Employer-Employee Datasets....Pages 165-178
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....Pages 179-187
Achieving Comparability of Earnings....Pages 188-199
Designing Multiple Releases from the Small and Medium Enterprises Survey....Pages 200-215
A Proposed Solution to the Archiving and Curation of Confidential Scientific Inputs....Pages 216-225
Confidentialising Maps of Mixed Point and Diffuse Spatial Data....Pages 226-240
Security of Random Output Perturbation for Statistical Databases....Pages 241-256
Empirical Evaluation of Statistical Inference from Differentially-Private Contingency Tables....Pages 257-272
Differentially Private Graphical Degree Sequences and Synthetic Graphs....Pages 273-285
European Data Access Comes True....Pages 286-294
A Bayesian Approach for On-Line Sum/Count/Max/Min Auditing on Boolean Data....Pages 295-307
Document Sanitization: Measuring Search Engine Information Loss and Risk of Disclosure for the Wikileaks cables....Pages 308-321
Enhancing the Efficiency in Privacy Preserving Learning of Decision Trees in Partitioned Databases....Pages 322-335
On Computational Anonymity....Pages 336-347
”Better Than Nothing” Privacy with Bloom Filters: To What Extent?....Pages 348-363
Back Matter....Pages -