LEADER 05417nam 22008055 450 001 9910143909903321 005 20200702114407.0 010 $a3-540-47804-3 024 7 $a10.1007/3-540-47804-3 035 $a(CKB)1000000000211712 035 $a(SSID)ssj0000318234 035 $a(PQKBManifestationID)11241969 035 $a(PQKBTitleCode)TC0000318234 035 $a(PQKBWorkID)10308799 035 $a(PQKB)10185336 035 $a(DE-He213)978-3-540-47804-1 035 $a(MiAaPQ)EBC3062417 035 $a(MiAaPQ)EBC6283322 035 $a(PPN)12372029X 035 $a(EXLCZ)991000000000211712 100 $a20121227d2002 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aInference Control in Statistical Databases $eFrom Theory to Practice /$fedited by Josep Domingo-Ferrer 205 $a1st ed. 2002. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2002. 215 $a1 online resource (VIII, 231 p.) 225 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v2316 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-43614-6 320 $aIncludes bibliographical references and index. 327 $aAdvances in Inference Control in Statistical Databases: An Overview -- Advances in Inference Control in Statistical Databases: An Overview -- Tabular Data Protection -- Cell Suppression: Experience and Theory -- Bounds on Entries in 3-Dimensional Contingency Tables Subject to Given Marginal Totals -- Extending Cell Suppression to Protect Tabular Data against Several Attackers -- Network Flows Heuristics for Complementary Cell Suppression: An Empirical Evaluation and Extensions -- HiTaS: A Heuristic Approach to Cell Suppression in Hierarchical Tables -- Microdata Protection -- Model Based Disclosure Protection -- Microdata Protection through Noise Addition -- Sensitive Micro Data Protection Using Latin Hypercube Sampling Technique -- Integrating File and Record Level Disclosure Risk Assessment -- Disclosure Risk Assessment in Perturbative Microdata Protection -- LHS-Based Hybrid Microdata vs Rank Swapping and Microaggregation for Numeric Microdata Protection -- Post-Masking Optimization of the Tradeoff between Information Loss and Disclosure Risk in Masked Microdata Sets -- Software and User Case Studies -- The CASC Project -- Tools and Strategies to Protect Multiple Tables with the GHQUAR Cell Suppression Engine -- SDC in the 2000 U.S. Decennial Census -- Applications of Statistical Disclosure Control at Statistics Netherlands -- Empirical Evidences on Protecting Population Uniqueness at Idescat. 330 $aInference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies. 410 0$aLecture Notes in Computer Science,$x0302-9743 ;$v2316 606 $aComputer security 606 $aData encryption (Computer science) 606 $aMathematical statistics 606 $aDatabase management 606 $aComputers and civilization 606 $aArtificial intelligence 606 $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060 606 $aCryptology$3https://scigraph.springernature.com/ontologies/product-market-codes/I28020 606 $aProbability and Statistics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17036 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aComputers and Society$3https://scigraph.springernature.com/ontologies/product-market-codes/I24040 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aComputer security. 615 0$aData encryption (Computer science). 615 0$aMathematical statistics. 615 0$aDatabase management. 615 0$aComputers and civilization. 615 0$aArtificial intelligence. 615 14$aSystems and Data Security. 615 24$aCryptology. 615 24$aProbability and Statistics in Computer Science. 615 24$aDatabase Management. 615 24$aComputers and Society. 615 24$aArtificial Intelligence. 676 $a005.8 702 $aDomingo-Ferrer$b Josep$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910143909903321 996 $aInference Control in Statistical Databases$9772248 997 $aUNINA