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ORCIDPSD 2012: Palermo, Italy
- Josep Domingo-Ferrer, Ilenia Tinnirello:
Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2012, Palermo, Italy, September 26-28, 2012. Proceedings. Lecture Notes in Computer Science 7556, Springer 2012, ISBN 978-3-642-33626-3
Tabular Data Protection
- Peter-Paul de Wolf, Anco Hundepool:
p% Should Dominate. 1-10 - Jordi Castro:
A Computational Evaluation of Optimization Solvers for CTA. 11-21 - Sarah Giessing:
Flexible Rounding Based on Consistent Post-tabular Stochastic Noise. 22-34 - Jordi Castro:
Comparing L 1 and L 2 Distances for CTA. 35-46 - Mario Trottini, Krishnamurty Muralidhar, Rathindra Sarathy:
An Investigation of Model-Based Microdata Masking for Magnitude Tabular Data Release. 47-62
Microdata Protection: Methods and Disclosure Risk
- Alexander Kowarik, Matthias Templ, Bernhard Meindl, Francois Fonteneau, Bernd Prantner:
Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro. 63-77 - Jordi Marés, Vicenç Torra:
Clustering-Based Categorical Data Protection. 78-89 - Josep Domingo-Ferrer
, Krishnamurty Muralidhar, Guillem Rufian-Torrell:
Anonymization Methods for Taxonomic Microdata. 90-102 - Anna Oganian, Josep Domingo-Ferrer:
Hybrid Microdata via Model-Based Clustering. 103-115 - Yong Ming Jeffrey Woo, Aleksandra B. Slavkovic:
Logistic Regression with Variables Subject to Post Randomization Method. 116-130 - Rob Hall, Stephen E. Fienberg:
Valid Statistical Inference on Automatically Matched Files. 131-142
Microdata Protection: Case Studies
- Michael DePersio, Marlow Lemons, Kaleli A. Ramanayake, Julie Tsay, Laura Zayatz:
n-Cycle Swapping for the American Community Survey. 143-164 - Matthias Dorner, Jörg Drechsler, Peter Jacobebbinghaus:
Generating Useful Test Data for Complex Linked Employer-Employee Datasets. 165-178 - Lara Cleveland, Robert McCaa, Steven Ruggles, Matthew Sobek:
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. 179-187 - Luisa Franconi, Daniela Ichim:
Achieving Comparability of Earnings. 188-199 - Flavio Foschi, Maria Cristina Casciano, Luisa Franconi, Daniela Ichim:
Designing Multiple Releases from the Small and Medium Enterprises Survey. 200-215 - John M. Abowd, Lars Vilhuber, William C. Block:
A Proposed Solution to the Archiving and Curation of Confidential Scientific Inputs. 216-225
Spatial Data Protection
- Christine M. O'Keefe:
Confidentialising Maps of Mixed Point and Diffuse Spatial Data. 226-240
Differential Privacy
- Daniel Z. Zanger:
Security of Random Output Perturbation for Statistical Databases. 241-256 - Anne-Sophie Charest:
Empirical Evaluation of Statistical Inference from Differentially-Private Contingency Tables. 257-272 - Vishesh Karwa, Aleksandra B. Slavkovic:
Differentially Private Graphical Degree Sequences and Synthetic Graphs. 273-285
On-Line Databases and Remote Access
- Maurice Brandt:
European Data Access Comes True - Decentralised and Remote Access to Confidential Data in the ESS (ESSnet DARA). 286-294 - Bice Cavallo, Gerardo Canfora:
A Bayesian Approach for On-Line Sum/Count/Max/Min Auditing on Boolean Data. 295-307
Privacy-Preserving Protocols
- David F. Nettleton, Daniel Abril:
Document Sanitization: Measuring Search Engine Information Loss and Risk of Disclosure for the Wikileaks cables. 308-321 - Peter Lory:
Enhancing the Efficiency in Privacy Preserving Learning of Decision Trees in Partitioned Databases. 322-335 - Klara Stokes:
On Computational Anonymity. 336-347 - Giuseppe Bianchi, Lorenzo Bracciale, Pierpaolo Loreti:
"Better Than Nothing" Privacy with Bloom Filters: To What Extent? 348-363
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