2 papers
cs.LG2020
Correlated Differential Privacy: Feature Selection in Machine Learning
Tao Zhang, Tianqing Zhu, Ping Xiong +3
Privacy preserving in machine learning is a crucial issue in industry informatics since data used for training in industries usually contain sensitive information. Existing differe…
cs.CR2017
Differentially Private Query Learning: from Data Publishing to Model Publishing
Tianqing Zhu, Ping Xiong, Gang Li +2
With the development of Big Data and cloud data sharing, privacy preserving data publishing becomes one of the most important topics in the past decade. As one of the most influent…