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.

التفاصيل البيبلوغرافية
الحاوية / القاعدة:The Journal of Privacy and Confidentiality
المؤلفون الرئيسيون: Cynthia Dwork, Adam Smith
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Labor Dynamics Institute 2010-04-01
الوصول للمادة أونلاين:https://journalprivacyconfidentiality.org/index.php/jpc/article/view/570