桑应朋

所属研究所、院系: 
先进网络与计算系统研究所
职称: 
副教授
E-mail: 
sangyp@mail.sysu.edu.cn
办公地点: 
数据科学与计算机学院620C
教师简介: 

2010年底从澳大利亚回国任教。在国外攻读博士和博士后期间作为学术骨干参与过日本学术振兴会项目、澳大利亚研究理事会基金项目、阿德莱德大学研究基金项目。回国后主持和参与多项国家级、省部级科研项目,主持项目总经费达 110 万元。主要研究领域为数据隐私保护、安全计算,发表相关论文30 余篇,其中包括 SCI 检索论文 7 篇。

欢迎对数据隐私保护、网络信息安全感兴趣的同学报考我的研究生。

研究领域: 

数据隐私保护、网络信息安全

教育背景: 

2004/03-2007/03,日本北陆先端科学技术大学院,计算机科学系,博士

2001/09-2004/03,西南交通大学,信息科学与技术学院,硕士

1997/09-2001/07,西南交通大学,信息科学与技术学院,本科

工作经历: 

2015/05-,中山大学,数据科学与计算机学院,副教授

2010/11-2015/04,北京交通大学,计算机与信息技术学院,副教授

海外经历: 

2004/03-2007/03,日本北陆先端科学技术大学院,计算机科学系,攻读博士学位

2007/04-2010/10,澳大利亚阿德莱德大学,计算机科学系,博士后研究

科研项目: 

1. 教育部留学回国人员基金,面向云计算的海量隐私数据挖掘,2013-7-1至2015-7-1,3万元,已结题,主持

2. 国家自然科学基金“青年基金”,61202427,保护隐私的海量数据挖掘,2013-1-1至2015-12- 31,25万元,已结题,主持

3. 北京市自然基金“面上”项目,4122056,基于密码学技术的隐私保护多方资源共享,2012-1-1至2014-12- 31,11万元,已结题,主持

4. 国家自然科学基金面上项目,61170232,云环境下高效视频共享和网络传输,2012-1-1至2015-12-31,56万元,已结题,参与

5. 中央高校基本科研业务费专项项目,2012JBZ017,高速铁路安全监控中的智慧化数据处理机制研究,2012-1至2014-12,59万元,已结题,主持

6. “轨道交通安全”国家重点实验室项目,RCS2011ZT009,面向城市轨道交通安全监测的智能数据分析方法研究,2012-1至2013-12,15万元,已结题,主持

主要学术兼职: 

- 副主编(Associate editor), Computers and Electrical Engineering (SCI).

- 客座编辑(Guest editor), Computers and Electrical Engineering (SCI), Computer Science and Information Systems (SCI), Journal of Internet Technology (SCI), the Journal of Interconnection Networks (EI)等

- 出版主席(Publication Chair), The 7th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP (2015) , IEEE Computer Society, Nanjing, Chian, December 12-14, 2015

- 出版主席(Publication Chair), The 13th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2012), IEEE Computer Society, Beijing, China December 14-16, 2012

 

教授课程: 

数据结构与算法(本科)

数据库系统原理(本科)

操作系统原理(本科)

多媒体技术(本科)

大学计算机基础(本科)

Distributed databases and data mining (Master)

代表性论著: 

(一)期刊论文

  1. Yingpeng Sang, Hong Shen, Hui Tian, Zonghua Zhang, Achieving Probabilistic Anonymity in a Linear and Hybrid Randomization Model, IEEE Trans. Information Forensics and Security, vol. 11, no. 10, pp. 2187-2202. 2016.
  2. Yingpeng Sang, Hong Shen, Hui Tian, Effective Reconstruction of Data Perturbed by Random Projections, IEEE Transactions on Computers, vol. 61, no. 1, pp. 101-117. 2012.
  3. Yingpeng Sang, Hong Shen, Hui Tian, Privacy Preserving Tuple Matching in Distributed Database, IEEE Transactions on Knowledge and Data Engineering, vol. 21, no. 12, pp. 1767-1782. 2009.
  4. Yingpeng Sang, Hong Shen, Efficient and Secure Protocols for Privacy Preserving Set Operations, ACM Transactions on Information and System Security, vol. 13, no. 1, pp. 1-35. 2009.
  5. Qinghai Liu,Hong Shen,Yingpeng Sang,Privacy-Preserving Data Publishing for Multiple Numerical Sensitive Attributes,Tsinghua Science and Technology,2015.6.01,20(3):246~254.
  6. 熊富蕊,桑应朋,基于MapReduce的隐私保护的关联规则挖掘算法的研究,智能计算机与应用,2015.12.1,(06):42~45.
  7. Hui Tian, Yingpeng Sang, Hong Shen, Chunyue Zhou: Probability-model based network traffic matrix estimation, Computer Science and Information System, vol. 11, no. 1, pp. 309-320. 2014.
  8. Hui Tian, Hong Shen, Yingpeng Sang: Maximizing network lifetime in wireless sensor networks with regular topologies, The Journal of Supercomputing, vol. 69, no. 2, pp. 512-527. 2014.
  9. Zonghua Zhang, Hong Shen, Yingpeng Sang: An Observation-Centric Analysis on the Modeling of Anomaly-based Intrusion Detection. International Journal on Network Security 4(3): 292-305 (2007)

(二)会议论文

通讯作者论文:

  1. Wenjin Lei, Yidong Li, Yingpeng Sang(*), Hong Shen: A Secure Anonymous Authentication Scheme for Electronic Medical Records Systems, 2016 IEEE 13th International Conference on e-Business Engineering (ICEBE), Macau, 2016, pp. 48-55.
  2. Peng Liu, Yidong Li, Yingpeng Sang(*), Ji Zhang: Anonymity-Based Privacy Preserving Network Data Publication. 2016 IEEE Trustcom/BigDataSE/ISPA, Tianjin, China, 2016, pp. 823-828.

第一作者论文:

  1. Yingpeng Sang, Hong Shen, Hui Tian, Zonghua Zhang: Achieving Probabilistic Anonymity Against One-to-Multiple Linkage Attacks. Proc. IEEE 10th International Conference on e-Business Engineering (ICEBE 2013), IEEE CS, pp. 176-183, Coventry, UK, September 2013.
  2. Yingpeng Sang, Hong Shen, Hui Tian: Reconstructing Data Perturbed by Random Projections when the Mixing Matrix is Known, Proc. the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), LNCS 5782, pp. 334-349, Sept 2009, Bled, Slovenia.
  3. Yingpeng Sang, Hong Shen, Privacy Preserving Set Intersection based on Bilinear Groups. Proc. of the 31st Australasian Computer Science Conference (ACSC08), CRPIT 74, pp. 41-54.
  4. Yingpeng Sang, Hong Shen: On Secure Distributed Data Sharing, Proc. the International Symposium on Parallel Architectures, Algorithms and Programming (PAAP’08), Hefei, China, September 2008.
  5. Yingpeng Sang, Hong Shen: Privacy Preserving Set Intersection Protocol Secure against Malicious Behaviors. PDCAT 2007: 461-468
  6. Yingpeng Sang, Hong Shen, Yasuo Tan, Naixue Xiong: Efficient Protocols for Privacy Preserving Matching Against Distributed Datasets. ICICS 2006: 210-227
  7. Yingpeng Sang, Hong Shen, Yasushi Inoguchi, Yasuo Tan, Naixue Xiong: Secure Data Aggregation in Wireless Sensor Networks: A Survey. PDCAT 2006: 315-320
  8. Yingpeng Sang, Hong Shen: A Scheme for Testing Privacy State in Pervasive Sensor Networks. AINA 2005: 644-648
  9. Yingpeng Sang, Hong Shen, Zonghua Zhang: An Efficient Protocol for the Problem of Secure Two-party Vector Dominance. PDCAT 2005: 488-492
  10. Yingpeng Sang, Hong Shen, Pingzhi Fan: Novel Impostors Detection in Keystroke Dynamics by Support Vector Machine. PDCAT 2004: 666-669