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ORCIDPSD 2016: Dubrovnik, Croatia
- Josep Domingo-Ferrer, Mirjana Pejic-Bach
:
Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2016, Dubrovnik, Croatia, September 14-16, 2016, Proceedings. Lecture Notes in Computer Science 9867, Springer 2016, ISBN 978-3-319-45380-4
Tabular Data Protection
- Jordi Castro, Anna Via:
Revisiting Interval Protection, a.k.a. Partial Cell Suppression, for Tabular Data. 3-14 - Darren Gray:
Precision Threshold and Noise: An Alternative Framework of Sensitivity Measures. 15-27 - Kiyomi Shirakawa, Yutaka Abe, Shinsuke Ito:
Empirical Analysis of Sensitivity Rules: Cells with Frequency Exceeding 10 that Should Be Suppressed Based on Descriptive Statistics. 28-40 - Goran Lesaja, Jordi Castro, Anna Oganian:
A Second Order Cone Formulation of Continuous CTA Model. 41-53
Microdata and Big Data Masking
- Josep Domingo-Ferrer, Jordi Soria-Comas:
Anonymization in the Time of Big Data. 57-68 - Anna Oganian, Goran Lesaja:
Propensity Score Based Conditional Group Swapping for Disclosure Limitation of Strata-Defining Variables. 69-80 - Jens Albrecht, Marc Fiedler, Tim Kiefer:
A Rule-Based Approach to Local Anonymization for Exclusivity Handling in Statistical Databases. 81-93 - Mercedes Rodriguez-Garcia, David Sánchez, Montserrat Batet:
Perturbative Data Protection of Multivariate Nominal Datasets. 94-106 - Edwin de Jonge, Peter-Paul de Wolf:
Spatial Smoothing and Statistical Disclosure Control. 107-117
Protection Using Privacy Models
- Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg:
On-Average KL-Privacy and Its Equivalence to Generalization for Max-Entropy Mechanisms. 121-134 - Sebastian Stammler, Stefan Katzenbeisser, Kay Hamacher:
Correcting Finite Sampling Issues in Entropy l-diversity. 135-146
Synthetic Data
- Kiyomi Shirakawa, Yutaka Abe, Shinsuke Ito:
Creating an 'Academic Use File' Based on Descriptive Statistics: Synthetic Microdata from the Perspective of Distribution Type. 149-162 - Vanessa Ayala-Rivera, A. Omar Portillo-Dominguez, Liam Murphy, Christina Thorpe:
COCOA: A Synthetic Data Generator for Testing Anonymization Techniques. 163-177
Remote and Cloud Access
- Annu Cabrera:
Towards a National Remote Access System for Register-Based Research. 181-189 - Joshua Snoke, Timothy R. Brick, Aleksandra B. Slavkovic:
Accurate Estimation of Structural Equation Models with Remote Partitioned Data. 190-209 - Yue Ma, Yan-Xia Lin, James O. Chipperfield, John Newman, Victoria Leaver:
A New Algorithm for Protecting Aggregate Business Microdata via a Remote System. 210-221
Disclosure Risk Assessment
- Krishnamurty Muralidhar, Josep Domingo-Ferrer:
Rank-Based Record Linkage for Re-Identification Risk Assessment. 225-236 - Sarah Giessing:
Computational Issues in the Design of Transition Probabilities and Disclosure Risk Estimation for Additive Noise. 237-251
Co-utile Anonymization
- Amna Qureshi, Helena Rifà-Pous, David Megías:
Enabling Collaborative Privacy in User-Generated Emergency Reports. 255-271
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