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Inference Control in Statistical Databases 2002

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Josep Domingo-Ferrer:
Inference Control in Statistical Databases, From Theory to Practice. Lecture Notes in Computer Science 2316, Springer 2002, ISBN 3-540-43614-6
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Josep Domingo-Ferrer:
Advances in Inference Control in Statistical Databases: An Overview. 1-7

Tabular Data Protection

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  - conf/icsd/RobertsonE02
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Dale A. Robertson, Richard Ethier:
Cell Suppression: Experience and Theory. 8-20
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Lawrence H. Cox:
Bounds on Entries in 3-Dimensional Contingency Tables Subject to Given Marginal Totals. 21-33
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  - conf/icsd/Gonzalez02
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Juan José Salazar González:
Extending Cell Suppression to Protect Tabular Data against Several Attackers. 34-58
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Jordi Castro:
Network Flows Heuristics for Complementary Cell Suppression: An Empirical Evaluation and Extensions. 59-73
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Peter-Paul de Wolf:
HiTaS: A Heuristic Approach to Cell Suppression in Hierarchical Tables. 74-82

Microdata Protection

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Silvia Polettini, Luisa Franconi, Julian Stander:
Model Based Disclosure Protection. 83-96
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Ruth Brand:
Microdata Protection through Noise Addition. 97-116
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Ramesh A. Dandekar, Michael Cohen, Nancy Kirkendall:
Sensitive Micro Data Protection Using Latin Hypercube Sampling Technique. 117-125
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Mark Elliot:
Integrating File and Record Level Disclosure Risk Assessment. 126-134
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William E. Yancey, William E. Winkler, Robert H. Creecy:
Disclosure Risk Assessment in Perturbative Microdata Protection. 135-152
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Ramesh A. Dandekar, Josep Domingo-Ferrer, Francesc Sebé:
LHS-Based Hybrid Microdata vs Rank Swapping and Microaggregation for Numeric Microdata Protection. 153-162
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Francesc Sebé, Josep Domingo-Ferrer, Josep Maria Mateo-Sanz, Vicenç Torra:
Post-Masking Optimization of the Tradeoff between Information Loss and Disclosure Risk in Masked Microdata Sets. 163-171

Software and User Case Studies

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Anco Hundepool:
The CASC Project. 172-180
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Sarah Giessing, Dietz Repsilber:
Tools and Strategies to Protect Multiples Tables with the GHQUAR Cell Suppression Engine. 181-192
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Laura Zayatz:
SDC in the 2000 U.S. Decennial Census. 193-202
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Eric Schulte Nordholt:
Applications of Statistical Disclosure Control at Statistics Netherlands. 203-212
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Julià Urrutia, Enric Ripoll:
Empirical Evidences on Protecting Population Uniqueness at Idescat. 213-230

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