Differential Privacy: A Survey of Results
Differential Privacy: A Survey of Results
C. Dwork
2008 · DOI: 10.1007/978-3-540-79228-4_1
Theory and Applications of Models of Computation · 3,949 Citations
TLDR
This survey recalls the definition of differential privacy and two basic techniques for achieving it, and shows some interesting applications of these techniques, presenting algorithms for three specific tasks and three general results on differentially private learning.