Building Data Registries with Privacy and Confidentiality for PCOR

Publications

  • Shengzhi Xu, Sen Su, Li Xiong, Xiang Cheng, Ke Xiao, Differentially Private Frequent Subgraph Mining. 32nd IEEE International Conference on Data Engineering (ICDE), 2016

  • Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado. WebDISCO: a Web service for DIStributed COx model learning without patient-level data sharing. Journal of the American Medical Informatics Association (JAMIA), 2015

  • Shengzhi Xu, Sen Su, Xiang Cheng, Zhengyi Li, Li Xiong. Differentially Private Frequent Sequence Mining via Sampling-based Candidate Pruning. 31st IEEE International Conference on Data Engineering (ICDE), 2015

  • Luca Bonomi and Li Xiong. Private Computation of the Longest Increasing Subsequence in Data Streams. Workshop on Privacy and Anonymity in Information Society (PAIS), in conjunction with EDBT, 2015

  • Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka, Haoran Li. DPCube: Differentially Private Histogram Release through Multidimensional Partitioning, Transactions of Data Privacy (TDP), 2014

  • Haoran Li, Li Xiong, Lifan Zhang, Xiaoqian Jiang. DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing (demo paper). 40th International Conference on Very Large Data Bases (VLDB), 2014

  • Zhanglong Ji, Xiaoqian Jiang, Shuang Wang, Li Xiong and Lucila Ohno-Machado. Differentially Private Distributed Logistic Regression using Public and Private Biomedical Datasets. BMC Medical Genomics, 7(Suppl 1), 2014

  • Haoran Li, Li Xiong, Lucila Ohno-Machado, Xiaoqian Jiang. Privacy Preserving RBF Kernel Support Vector Machine, BioMed Research International, Volume 2014, 2014

  • Haoran Li, Li Xiong, Xiaoqian Jiang. Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions. In EDBT 2014 (Acceptance rate: 20%)


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