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文章基本信息

  • 标题:Data confidentiality: A review of methods for statistical disclosure limitation and methods for assessing privacy
  • 作者:Gregory J. Matthews ; Ofer Harel
  • 期刊名称:Statistics Surveys
  • 印刷版ISSN:1935-7516
  • 出版年度:2011
  • 卷号:5
  • 页码:1-29
  • DOI:10.1214/11-SS074
  • 语种:English
  • 出版社:Statistics Surveys
  • 摘要:There is an ever increasing demand from researchers for access to useful microdata files. However, there are also growing concerns regarding the privacy of the individuals contained in the microdata. Ideally, microdata could be released in such a way that a balance between usefulness of the data and privacy is struck. This paper presents a review of proposed methods of statistical disclosure control and techniques for assessing the privacy of such methods under different definitions of disclosure.
  • 关键词:Confidentiality; Privacy; Disclosure Limitation; Missing Data; Synthetic Data; Multiple Imputation; Differential Privacy
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