{"title":"Practical Data-Swapping: The First Steps","authors":"S. Reiss","doi":"10.1145/348.349","DOIUrl":null,"url":null,"abstract":"The problem of statistical database confidentiality in releasing microdata is addressed through the use of approximate data-swapping. Here a portion of the microdata is replaced with a database that has been selected with approximately the same statistics. The result guarantees the confidentialityof the original data, while providing microdata with accurate statistics. Methods for achieving such transformations are considered and analyzed through simulation.","PeriodicalId":372320,"journal":{"name":"1980 IEEE Symposium on Security and Privacy","volume":"83 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1980-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"174","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1980 IEEE Symposium on Security and Privacy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/348.349","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 174
Abstract
The problem of statistical database confidentiality in releasing microdata is addressed through the use of approximate data-swapping. Here a portion of the microdata is replaced with a database that has been selected with approximately the same statistics. The result guarantees the confidentialityof the original data, while providing microdata with accurate statistics. Methods for achieving such transformations are considered and analyzed through simulation.
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