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Differential Privacy for Statistics: What we Know and What we Want to Learn

We motivate and review the definition of differential privacy, survey some results on differentially private statistical estimators, and outline a research agenda. This survey is based on two presentations given by the authors at an NCHS/CDC sponsored workshop on data privacy in May 2008.

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Autors principals: Cynthia Dwork, Adam Smith
Format: Artigo
Idioma:Inglês
Publicat: Labor Dynamics Institute 2010-04-01
Col·lecció:The Journal of Privacy and Confidentiality
Accés en línia:https://journalprivacyconfidentiality.org/index.php/jpc/article/view/570
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