DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges

The Journal of Privacy and Confidentiality

Zhikun Zhang¹  Tianhao Wang²  Ninghui Li² 

[1] CISPA Helmholtz Center for Information Security;Purdue University;

关键词: Differential Privacy;    Synthetic Data Generation;    NIST Competition;   

DOI  :  

来源: DOAJ

【 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.

【 授权许可】

Unknown