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文章基本信息

  • 标题:DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges
  • 本地全文:下载
  • 作者:Tianhao Wang ; Ninghui Li ; Zhikun Zhang
  • 期刊名称:Journal of Privacy and Confidentiality
  • 出版年度:2021
  • 卷号:11
  • 期号:2
  • DOI:10.29012/jpc.775
  • 语种:English
  • 出版社:Carnegie Mellon University
  • 摘要:We summarize the experience of participating in two differential privacycompetitions organized by the National Institute of Standards and Technology (NIST). Inthis paper, we document our experiences in the competition, the approaches we have used,the lessons we have learned, and our call to the research community to further bridge thegap between theory and practice in DP research.
  • 关键词:Differential;Privacy;Synthetic;Data;Generation;NIST;Competition
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