Differential Privacy

• DOI: 10.1145/2676726.2677005
• Publication Date: 2014-12-19T13:51:05Z
• Authors: Hamid Ebadi; David Sands; Gerardo Schneider
• Keywords: Differential Privacy; Principle of compositionality; Robustness

Differential privacy provides a way to get useful information about sensitive data without revealing much any one individual. It enjoys many nice compositionality properties not shared by other approaches privacy, including, in particular, robustness against side-knowledge.