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PSD 2004: Barcelona, Catalonia, Spain
- Josep Domingo-Ferrer, Vicenç Torra
:
Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004, Barcelona, Spain, June 9-11, 2004. Proceedings. Lecture Notes in Computer Science 3050, Springer 2004, ISBN 3-540-22118-2
Foundations of Tabular Protection
- Sarah Giessing:
Survey on Methods for Tabular Data Protection in ARGUS. 1-13 - Stephen E. Fienberg, Julie McIntyre:
Data Swapping: Variations on a Theme by Dalenius and Reiss. 14-29 - Aleksandra B. Slavkovic
Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies. 30-43
Methods for Tabular Protection
- Juan José Salazar González
A New Tool for Applying Controlled Rounding to a Statistical Table in Microsoft Excel. 44-57 - Juan José Salazar González
Getting the Best Results in Controlled Rounding with the Least Effort. 58-72 - Jordi Castro:
Computational Experiments with Minimum-Distance Controlled Perturbation Methods. 73-86 - Lawrence H. Cox, James P. Kelly, Rahul Patil:
Balancing Quality and Confidentiality for Multivariate Tabular Data. 87-98 - Peter-Paul de Wolf, Anneke Loeve:
Reducing the Set of Tables t-ARGUS Considers in a Hierarchical Setting. 99-109 - Jean-Sébastien Provençal, Hélène Bérard, Jean-Marc Fillion, Jean-Louis Tambay:
Approaches to Identify the Amount of Publishable Information in Business Surveys through Waivers. 110-120 - Ramesh A. Dandekar:
Maximum Utility-Minimum Information Loss Table Server Design for Statistical Disclosure Control of Tabular Data. 121-135 - Jordi Castro:
A Fast Network Flows Heuristic for Cell Suppression in Positive Tables. 136-148
Masking for Microdata Protection
- Josep Domingo-Ferrer, Francesc Sebé, Jordi Castellà-Roca
On the Security of Noise Addition for Privacy in Statistical Databases. 149-161 - Vicenç Torra:
Microaggregation for Categorical Variables: A Median Based Approach. 162-174 - Vicenç Torra, Sadaaki Miyamoto:
Evaluating Fuzzy Clustering Algorithms for Microdata Protection. 175-186 - Sandra Lechner, Winfried Pohlmeier:
To Blank or Not to Blank? A Comparison of the Effects of Disclosure Limitation Methods on Nonlinear Regression Estimates. 187-200 - Josep Maria Mateo-Sanz, Francesc Sebé, Josep Domingo-Ferrer:
Outlier Protection in Continuous Microdata Masking. 201-215
Risk in Microdata Protection
- William E. Winkler:
Re-identification Methods for Masked Microdata. 216-230 - William E. Winkler:
Masking and Re-identification Methods for Public-Use Microdata: Overview and Research Problems. 231-246 - Silvia Polettini, Julian Stander:
A Bayesian Hierarchical Model Approach to Risk Estimation in Statistical Disclosure Limitation. 247-261 - Luisa Franconi, Silvia Polettini:
Individual Risk Estimation in µ-Argus: A Review. 262-272 - Elsayed A. H. Elamir:
Analysis of Re-identification Risk Based on Log-Linear Models. 273-281
Synthetic Data
- John M. Abowd
New Approaches to Confidentiality Protection: Synthetic Data, Remote Access and Research Data Centers. 282-289 - John M. Abowd
Multiply-Imputing Confidential Characteristics and File Links in Longitudinal Linked Data. 290-297 - Josep Maria Mateo-Sanz, Antoni Martínez-Ballesté, Josep Domingo-Ferrer:
Fast Generation of Accurate Synthetic Microdata. 298-306
Software and Case Studies
- Josep A. Sànchez, Julià Urrutia, Enric Ripoll:
Trade-Off between Disclosure Risk and Information Loss Using Multivariate Microaggregation: A Case Study on Business Data. 307-322 - Anco Hundepool:
The ARGUS Software in the CASC-Project. 323-335 - Thomas Wende:
Different Grades of Statistical Disclosure Control Correlated with German Statistics Law. 336-342 - Nicholas H. Greenia:
Developing Adoptable Disclosure Protection Techniques: Lessons Learned from a U.S. Experience. 343-352 - Francesco M. Malvestuto, Mauro Mezzini
Privacy Preserving and Data Mining in an On-Line Statistical Database of Additive Type. 353-365
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