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• catalog abstract "Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.".
• catalog contributor b12548786.
• catalog created "2002.".
• catalog date "2002".
• catalog date "2002.".
• catalog dateCopyrighted "2002.".
• catalog description "Advances in inference control in statistical databases / Josep Domingo-Ferrer Cell Suppression: Experience and Theory / Dale A. Robertson and Richard Ethier -- Bounds on entries in 3-dimensional contingency tables subject to given marginal totals / Lawrence H. Cox -- Extending cell suppression to protect tabular data against several attackers / Juan Jose Salazar Gonzalez -- Network flows heuristics for complementary cell suppression / Jordi Castro -- HiTaS: a heuristic approach to cell suppression in hierarchical tables / Peter-Paul de Wolf -- Model Based Disclosure Protection / Silvia Polettini, Luisa Franconi, and Julian Stander -- Microdata protection through noise addition / Ruth Brand -- Sensitive micro data protection using latin hypercube sampling technique / Ramesh A. Dandekar, Michael Cohen, and Nancy Kirkendall -- Integrating file and record level disclosure risk assessment / Mark Elliot -- Disclosure risk assessment in perturbative microdata protection / William E. Yancey, William E. Winkler, and Robert H. Creecy -- LHS-based hybrid microdata vs rank swapping and microaggregation for numeric microdata protection / Ramesh A. Dandekar, Josep Domingo-Ferrer, and Francesc Sebe -- Post-masking optimization of the tradeoff between information loss and disclosure risk in masked microdata sets / Francesc Sebe [and others] -- The CASC project / Anco Hundepool -- Tools and strategies to protect multiples tables with the GHQUAR cell suppression engine / Sarah Giessing and Dietz Repsilber -- SDC in the 2000 U.S. decennial census / Laura Zayatz -- Applications of statistical disclosure control at statistics netherlands / Eric Schulte Nordholt -- Empirical evidences on protecting population uniqueness at Idescat / Julia Urrutia and Enric Ripoll.".
• catalog description "Includes bibliographical references and index.".
• catalog description "Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.".
• catalog extent "p. cm.".
• catalog identifier "3540436146 (softcover : alk. paper)".
• catalog isPartOf "Lecture notes in computer science ; 2316".
• catalog issued "2002".
• catalog issued "2002.".
• catalog language "eng".
• catalog publisher "Berlin ; New York : Springer,".
• catalog subject "005.8 21".
• catalog subject "Artificial intelligence.".
• catalog subject "Computer science.".
• catalog subject "Database management.".
• catalog subject "Database security.".
• catalog subject "Mathematical statistics.".
• catalog subject "QA76.9.D314 I54 2002".
• catalog subject "Statistics Databases.".
• catalog subject "Statistics.".
• catalog tableOfContents "Advances in inference control in statistical databases / Josep Domingo-Ferrer Cell Suppression: Experience and Theory / Dale A. Robertson and Richard Ethier -- Bounds on entries in 3-dimensional contingency tables subject to given marginal totals / Lawrence H. Cox -- Extending cell suppression to protect tabular data against several attackers / Juan Jose Salazar Gonzalez -- Network flows heuristics for complementary cell suppression / Jordi Castro -- HiTaS: a heuristic approach to cell suppression in hierarchical tables / Peter-Paul de Wolf -- Model Based Disclosure Protection / Silvia Polettini, Luisa Franconi, and Julian Stander -- Microdata protection through noise addition / Ruth Brand -- Sensitive micro data protection using latin hypercube sampling technique / Ramesh A. Dandekar, Michael Cohen, and Nancy Kirkendall -- Integrating file and record level disclosure risk assessment / Mark Elliot -- Disclosure risk assessment in perturbative microdata protection / William E. Yancey, William E. Winkler, and Robert H. Creecy -- LHS-based hybrid microdata vs rank swapping and microaggregation for numeric microdata protection / Ramesh A. Dandekar, Josep Domingo-Ferrer, and Francesc Sebe -- Post-masking optimization of the tradeoff between information loss and disclosure risk in masked microdata sets / Francesc Sebe [and others] -- The CASC project / Anco Hundepool -- Tools and strategies to protect multiples tables with the GHQUAR cell suppression engine / Sarah Giessing and Dietz Repsilber -- SDC in the 2000 U.S. decennial census / Laura Zayatz -- Applications of statistical disclosure control at statistics netherlands / Eric Schulte Nordholt -- Empirical evidences on protecting population uniqueness at Idescat / Julia Urrutia and Enric Ripoll.".
• catalog title "Inference control in statistical databases : from theory to practice / Josep Domingo-Ferrer (ed.).".
• catalog type "Databases. fast".
• catalog type "Luxemburg (Stadt, 2001) swd".
• catalog type "text".