JournalFoundations and Trends® in Theoretical Computer Science2014Featured
The Algorithmic Foundations of Differential Privacy
Cynthia Dwork, Aaron Roth
This monograph provides a thorough introduction to differential privacy, covering its definition, fundamental techniques, and applications in query-release, mechanism design, and machine learning.
9.7kAug 11, 2014