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PSD 2006: Rome, Italy
- Josep Domingo-Ferrer, Luisa Franconi:
Privacy in Statistical Databases, CENEX-SDC Project International Conference, PSD 2006, Rome, Italy, December 13-15, 2006, Proceedings. Lecture Notes in Computer Science 4302, Springer 2006, ISBN 3-540-49330-1
Methods for Tabular Protection
- Lawrence H. Cox, Jean G. Orelien, Babubhai V. Shah:
A Method for Preserving Statistical Distributions Subject to Controlled Tabular Adjustment. 1-11 - Jordi Castro, Daniel Baena:
Automatic Structure Detection in Constraints of Tabular Data. 12-24 - Juan José Salazar González
:
A New Approach to Round Tabular Data. 25-34 - Sarah Giessing, Stefan Dittrich:
Harmonizing Table Protection: Results of a Study. 35-47
Utility and Risk in Tabular Protection
- Lawrence H. Cox, Jay J. Kim:
Effects of Rounding on the Quality and Confidentiality of Statistical Data. 48-56 - Haibing Lu, Yingjiu Li, Xintao Wu
Disclosure Analysis for Two-Way Contingency Tables. 57-67 - Natalie Shlomo, Caroline Young:
Statistical Disclosure Control Methods Through a Risk-Utility Framework. 68-81 - Yosef Rinott
A Generalized Negative Binomial Smoothing Model for Sample Disclosure Risk Estimation. 82-93 - Shmuel Onn
Entry Uniqueness in Margined Tables. 94-101
Methods for Microdata Protection
- Anna Oganian, Alan F. Karr:
Combinations of SDC Methods for Microdata Protection. 102-113 - Ebaa Fayyoumi
A Fixed Structure Learning Automaton Micro-aggregation Technique for Secure Statistical Databases. 114-128 - Josep Domingo-Ferrer, Francesc Sebé:
Optimal Multivariate 2-Microaggregation for Microdata Protection: A 2-Approximation. 129-138 - Jobst Heitzig
Using the Jackknife Method to Produce Safe Plots of Microdata. 139-151 - Anton Flossmann, Sandra Lechner:
Combining Blanking and Noise Addition as a Data Disclosure Limitation Method. 152-163 - Krishnamurty Muralidhar, Rathindra Sarathy, Ramesh A. Dandekar:
Why Swap When You Can Shuffle? A Comparison of the Proximity Swap and Data Shuffle for Numeric Data. 164-176 - Robin Mitra
Adjusting Survey Weights When Altering Identifying Design Variables Via Synthetic Data. 177-188
Utility and Risk in Microdata Protection
- Peter-Paul de Wolf:
Risk, Utility and PRAM. 189-204 - Jordi Nin, Vicenç Torra:
Distance Based Re-identification for Time Series, Analysis of Distances. 205-216 - Guy Lebanon, Monica Scannapieco, Mohamed R. Fouad, Elisa Bertino:
Beyond k-Anonymity: A Decision Theoretic Framework for Assessing Privacy Risk. 217-232 - Vicenç Torra, John M. Abowd, Josep Domingo-Ferrer:
Using Mahalanobis Distance-Based Record Linkage for Disclosure Risk Assessment. 233-242 - Loredana Di Consiglio, Silvia Polettini:
Improving Individual Risk Estimators. 243-256
Protocols for Private Computation
- Carlos Aguilar Melchor, Yves Deswarte:
Single-Database Private Information Retrieval Schemes : Overview, Performance Study, and Usage with Statistical Databases. 257-265 - Alberto Maria Segre, Andrew Wildenberg, Veronica J. Vieland, Ying Zhang:
Privacy-Preserving Data Set Union. 266-276 - Stephen E. Fienberg, William J. Fulp
"Secure" Log-Linear and Logistic Regression Analysis of Distributed Databases. 277-290
Case Studies
- Arthur Kennickell, Julia Lane
Measuring the Impact of Data Protection Techniques on Data Utility: Evidence from the Survey of Consumer Finances. 291-303 - Paul Massell, Laura Zayatz, Jeremy Funk:
Protecting the Confidentiality of Survey Tabular Data by Adding Noise to the Underlying Microdata: Application to the Commodity Flow Survey. 304-317 - Mario Trottini
Italian Household Expenditure Survey: A Proposal for Data Dissemination. 318-333
Software
- Anco Hundepool:
The ARGUS Software in CENEX. 334-346 - Matthias Templ:
Software Development for SDC in. 347-359 - Milan Markovic:
On Secure e-Health Systems. 360-374 - Robert McCaa, Steven Ruggles
IPUMS-International High Precision Population Census Microdata Samples: Balancing the Privacy-Quality Tradeoff by Means of Restricted Access Extracts. 375-382
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