研究成果

部分已发表论文：

  • Tao Qin, Zhaoli Liu, Pinghui Wang, Shancang Li, Lixin Gao, Xiaohong Guan. Symmetry Degree Measurement and Its Applications to Anomaly Detection[J]. Accepted for IEEE Transactions on Information Forensics and Security (TIFS). (CCF A)

    Yongwei Meng, Tao Qin, Yukun Liu, Chao He. High Threat Alarms Mining for Effective Security Management: Modeling, Experiment and Application[C]. Proceedings of IEEE ISCC 2018.

    Tao Qin, Yukun Liu, Chenxu Wang, Tao Yang, Chao He. From online to offline: Charactering user's online music listening behavior for efficacious offline radio program arrangement[C]. Proceedings of IEEE ISCC 2017.

    Tao Qin, Lei Wang, Dan Zhao, Min Zhu. CUFTI: Methods for core users finding and traffic identification in P2P systems[J]. Peer-to-Peer Networking and Application (PPNA), 2016, 9(2):1-12.

    Zhaoli Liu, Tao Qin, Dan Zhao, Xiaohong Guan, Tao Yang. A new model for nickname detection based on network structure and similarity propagation[C]. Proceedings of IEEE ISCC 2016.

    Tao Qin, Lei Wang, Zhaoli Liu, Xiaohong Guan. Robust application identification methods for P2P and VoIP traffic classification in backbone networks[J]. Knowledge-Based Systems (KBS), 2015, 82:152-162. (XJTU A)

    Qiang Li, Tao Qin, Xiaohong Guan, Qinghua Zheng. Analysis of user's behavior and resource characteristics for private trackers[J]. Peer-to-Peer Networking and Applications, 2015, 8(3):432-446.

    Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, Min Zhu. A new connection degree calculation and measurement method for large scale network monitoring[J]. Journal of Network and Computer Applications (JNCA), 2014, 41:15-26.

    Tao Qin, Xiaohong Guan, Chenxu Wang, Zhaoli Liu. MUCM: Multilevel User Cluster Mining Based on Behavior Profiles for Network Monitoring[J]. IEEE Systems Journal, 2014, 9(4):1322-1333.

    Qiang Li, Tao Qin, Xiaohong Guan, Qinghua Zheng, Qiuzhen Huang. An in-depth measurement and analysis of popular private tracker systems in China[C]. Proceedings of IEEE ICC 2013.

    Tao Qin, Wei Li, Xiaohong Guan, Zhaoli Liu. Behavior spectrum: An effective method for user's web access behavior monitoring and measurement[C]. Proceedings of IEEE GLOBECOM 2012.

    Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, Qiuzhen Huang. Monitoring abnormal network traffic based on blind source separation approach[J]. Journal of Network and Computer Applications (JNCA), 2011, 34(5):1732-1742.

    Xiaohong Guan, Tao Qin, Wei Li, Pinghui Wang. Dynamic Feature Analysis and Measurement for Large-Scale Network Traffic Monitoring[J]. IEEE Transactions on Information Forensics and Security (TIFS), 2010, 5(4):905-919. (CCF A)

    Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang. Monitoring Abnormal Traffic Flows Based on Independent Component Analysis[C]. Proceedings of IEEE ICC 2009.

    Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang. Dynamic Features Measurement and Analysis for Large-Scale Networks[C]. Proceedings of IEEE CAMAD 2008. (The IEEE CSIM 2008 Best Paper Award)

    Huan Liu, Qinghua Zheng, Zhihui Li,Tao Qin, Lei Zhu. An efficient multi-feature SVM solver for complex event detection[J]. Multimedia Tools and Applications. 2018, 77(3):3509-3532.

    Chenxu Wang, Zhiyuan Zhao, Yang Wang, Dong Qin, Xiapu Luo, Tao Qin. DeepMatching: A Structural Seed Identification Framework for Social Network Alignment[C]. Proceedings of IEEE ICDCS 2018. (CCF B)

    Lei Ding, Jun Liu, Tao Qin, Haifei Li. Internet traffic classification based on expanding vector of flow[J]. Computer Networks, 2017, 129:178-192. (CCF B)

    Changyu Wang, Xiaohong Guan, Tao Qin. A traffic classification approach based on characteristics of subflows and ensemble learning[C]. Proceedings of IFIP/IEEE IM 2017.

    Chenxu Wang, Xiaohong Guan, Tao Qin, Tao Yang. Modeling heterogeneous and correlated human dynamics of online activities with double Pareto distributions[J]. Information Sciences. 2016, 330:186-198. (CCF B)

    Pinghui Wang, Xiaohong Guan, Junzhou Zhao, Jing Tao, Tao Qin. A New Sketch Method for Measuring Host Connection Degree Distribution[J]. IEEE Transactions on Information Forensics and Security (TIFS), 2014, 9(6):948-960. (CCF A)

    Chenxu Wang, Xiaohong Guan, Tao Qin, Wei Li. Who are active? An in-depth measurement on user activity characteristics in sina microblogging[C]. Proceedings of IEEE GLOBECOM 2012.

    Pinghui Wang, Xiaohong Guan, Tao Qin, Qiuzhen Huang. A Data Streaming Method for Monitoring Host Connection Degrees of High-Speed Links[J]. IEEE Transactions on Information Forensics and Security (TIFS), 6(3-2):1086-1098, 2011. (CCF A)

    Xiaohong Guan, Pinghui Wang, Tao Qin. A New Data Streaming Method for Locating Hosts with Large Connection Degree[C]. Proceedings of IEEE GLOBECOM 2009.

     

申请专利：

  • 李卫，秦涛，管晓宏，万阳，黄求真，李佳楠。一种图谱特征的用户行为测量与分析方法。No.201020517077.8

  • 管晓宏，王平辉，秦涛。基于传输层特征的P2P网络流量识别方法。No.200810232354.3.

  • 管晓宏，王平辉，秦涛。一种可逆的Sketch方法。No.200810018164.1.

  • 秦涛，刘艳雨，王平辉等。一种基于对称度Sketch的网络流量异常检测与定位方法。No.201611119888.6