Microsoft Research, 1065 La Avenida, Mountain View, CA 94043, USA.
J Am Med Inform Assoc. 2013 Jan 1;20(1):102-8. doi: 10.1136/amiajnl-2012-001047.
Private data analysis-the useful analysis of confidential data-requires a rigorous and practicable definition of privacy. Differential privacy, an emerging standard, is the subject of intensive investigation in several diverse research communities. We review the definition, explain its motivation, and discuss some of the challenges to bringing this concept to practice.
私人数据分析——对机密数据的有用分析——需要对隐私进行严格且可行的定义。差分隐私是一种新兴标准,受到多个不同研究领域的深入研究。我们回顾了它的定义,解释了它的动机,并讨论了将这一概念付诸实践所面临的一些挑战。