PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions.
Jun Zhang, Xiaokui Xiao, and Xing Xie.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), to appear, 2016.
Jun Zhang, Xiaokui Xiao, and Xing Xie.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), to appear, 2016.
Private Release of Graph Statistics using Ladder Functions.
Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava and Xiaokui Xiao.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), pages 731-745, 2015. [Code] [PDF] [Slides] [Poster]
Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava and Xiaokui Xiao.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), pages 731-745, 2015. [Code] [PDF] [Slides] [Poster]
PrivBayes: Private Data Release via Bayesian Networks.
Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava and Xiaokui Xiao.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), pages 1423-1434, 2014. [Code] [PDF] [Slides] [Poster]
Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava and Xiaokui Xiao.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), pages 1423-1434, 2014. [Code] [PDF] [Slides] [Poster]
PrivGene: Differentially Private Model Fitting Using Genetic Algorithms.
Jun Zhang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, and Marianne Winslett.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), pages 665-676, 2013. [Code] [PDF] [Slides] [Poster]
Jun Zhang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, and Marianne Winslett.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), pages 665-676, 2013. [Code] [PDF] [Slides] [Poster]