信息安全、隐私保护、数据挖掘与机器学习

教育背景：2000.9-2005.7 武汉大学电子信息学院 硕士、博士；
1993.9-1997.7 兰州交通大学 学士。工作经历：2005.7 至今 中南财经政法大学 教师。社会兼职：国际电气与电子工程师协会会员、中国计算机学会会员、湖北省网络空间安全学会理事。

系主任

[1] Tianqing Zhu, Mengmeng Yang, Ping Xiong, Yang Xiang, Wanlei Zhou. An iteration-based differentially private social network data release[J]. Computer  systems science and engineering, 2018, 33(2): 61-69；
[2] Tianqing Zhu, Gang Li, Ping Xiong, Wanlei Zhou. Answering differentially private queries for continual datasets release[J]. Future Generation Computer Systems, 2018, 87: 816-827；
[3] Lefeng Zhang, Ping Xiong, Tianqing Zhu, "A Differentially Private Method for Crowdsourcing Data Submission," Cham, 2018, pp. 142-148；
[4] Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, S Yu Philip. Differentially private model publishing in cyber physical systems[J]. Future Generation Computer Systems, 2018；
[5]Ping Xiong, Lefeng Zhang, Tianqing Zhu, Gang Li, Wanlei Zhou. Private collaborative filtering under untrusted recommender server[J]. Future Generation Computer Systems, 2018；
[6] T. Zhu, P. Xiong, G. Li, W. Zhou, P. S. Yu, "Differentially private query learning: From data publishing to model publishing," in 2017 IEEE International Conference on Big Data (Big Data), 2017, pp. 1117-1122；
[7] Ping Xiong, Lefeng Zhang, Tianqing Zhu. Reward-based spatial crowdsourcing with differential privacy preservation[J]. Enterprise Information Systems, 2017, 11(10): 1500-1517；
[8] Tianqing Zhu, Gang Li, Wanlei Zhou, Ping Xiong, Cao Yuan. Privacy-preserving topic model for tagging recommender systems[J]. Knowledge and Information Systems, 2016, 46(1): 33-58；
[9] Ping Xiong, Tianqing Zhu, Wenjia Niu, Gang Li. A differentially private algorithm for location data release[J]. Knowledge and Information Systems, 2016, 47(3): 647-669；
[10] Ping Xiong, Lefeng Zhang, Tianqing Zhu. Semantic analysis in location privacy preserving[J]. Concurrency and Computation: Practice and Experience, 2016, 28(6): 1884-1899.

[6]教育部人文社科规划基金项目，19YJAZH099，网络空间中的隐私泄露风险分析与保护机制研究；
[5]CCF-腾讯犀牛鸟创意基金,基于跨媒体多模态融合的海量网络视频事件挖掘关键技术研究；
[4]湖北省自然科学基金项目，2014CFB354，基于差分隐私保护的关联数据发布方法研究；
[3]国家自然科学基金青年项目，61304067，非线性随机时滞系统数值方法的动力学分析及在忆阻系统中的应用；
[2]国家自然科学基金面上项目，71173238，贸易品种类的福利效应评估与中国进口刺激政策的实施路径研究；
[1]国家自然科学基金青年项目，70903076，HME模型拓展构造与中国贸易内生增长的机制与路径研究。

[1] 熊平. 信息安全原理及应用[M].清华大学出版社, 2012
[2] 熊平. 数据挖掘算法与Clementine实践[M].清华大学出版社, 2011

Lefeng Zhang, Ping Xiong, Tianqing Zhu. A differentially private method for crowdsourcing data submissions[C]//Proc of Australasian workshop on machine learning for cyber-security 2018---PAKDD workshop. 2018（Best paper award）；
钱学峰,熊平,陈勇兵.国际贸易与产业聚集的互动机制研究（系列论文）. 第八届湖北省社会科学优秀成果奖二等奖；
Lefeng Zhang, Ping Xiong, Tianqing Zhu. Location Privacy Preserving for Semantic-Aware Applications.  ATIS 2014: Applications and Techniques in Information Security pp 135-146.（Best paper award）。