Computer ScienceMathematics
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning
XiaoYonghui, Xiongli, FanLiyue, GoryczkaSlawomir, LiHaoran
2014.12.1Transactions on Data Privacy
tlooto Summary
This paper studies the problem of differentially private histogram data protection in privacy preserving data analysis or publishing with a focus on histogram-based data analysis.
Abstract
Differential privacy is a strong notion for protecting individual privacy in privacy preserving data analysis or publishing. In this paper, we study the problem of differentially private histogram ...
Citation format
XIAOYONGHUI, et al. Dpcube: Differentially private histogram release through multidimensional partitioning. Transactions on Data Privacy, 2014.