Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output

no code implementations • 6 Jan 2014 • Chi Jin, Ziteng Wang, Junliang Huang, Yiqiao Zhong, Li-Wei Wang

We develop an $\epsilon$-differentially private mechanism for the class of $K$-smooth queries.