Qian Xiao

Differentially Private High-Dimensional Data Publication via Sampling-Based Inference

2015

Releasing high-dimensional data enables a wide spectrum of data mining tasks. Yet, individual privacy has been a major obstacle to data sharing. In this paper, we consider the problem of releasing high-dimensional data with differential …