代表论文
[1] Tian Bian, Xi Xiao, Tingyang Xu,Peilin Zhao,Wenbing Huang,Yu Rong,Junzhou Huang. Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks, Proc. 34thAAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, 2020/2/7-2020/2/12.
[2] Xi Xiao, Dianyan Zhang, Guangwu Hu.Yong Jiang,Shutao Xia. CNN–MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites, Neural Networks, 2020,125(2020): 303-312.
[3] Bowen Zhao, Xi Xiao, Guojun Gan, Bin Zhang, Shutao Xia, “ Maintaining Discrimination and Fairness in Class Incremental Learning”, Proc. Internaltional Conference on Computer Vision and Pattern Recogintion (CVPR 2020), Washington, USA, 2020/6/16-2020/6/18.
[4] Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Guojun Gan, Shutao Xia. SELF-PACED PROBABILISTIC PRINCIPAL COMPONENT ANALYSIS FOR DATA WITH OUTLIERS, Proc. 45thInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), virtual, 2020/5/4-2020/5/8.
[5] Dianyan Zhang, Xi Xiao, Guangwu Hu, Haitao Zheng, Yong Jiang, Shutao Xia. Poster: Detecting Phishing Websites Based on Convolutional Neural Networks with Multi-Head Self-Attention. Proc. the 24th edition of the European Symposium on Research in Computer Security (ESORICS2019), Luxembourg, 2019/9/23- 2019/9/27.
[6] Zhendong Peng, Xi Xiao, Guangwu Hu, Arun Kumar Sangaiah, Mohammed Atiquzzaman , Shutao Xia. ABFL: An Autoencoder Based Practical Approach for Software Fault Localization. Information Sciences, 2020,510(2020) :108-121.
[7] Xi Xiao, Rui Li, HaiTao Zheng, Runguo Ye, Arun Kumar Sangaiah, Shutao Xia. Novel Dynamic Multiple Classification System for Network Traffic, Information Science, 2019, 479(2019): 526–541.
[8] Yao Yao, Xi Xiao, Chengping Zhang, Shutao Xia. Classifying Quality Centrality for Source Localization in Social Networks, Proc. 2018 International Conference on Web Services (ICWS 2018), Seattle, USA, 2018/6/25-2108/6/30. 295-307.
[9] Rui Li, Xi Xiao, Shiguang Ni, Haitao Zheng, Shutao Xia. Byte Segment Neural Network for Network Traffic Classification, Proc. 2018 IEEE/ACM International Symposium on Quality of Service (IWQoS-18), Banff, Canada, 2018/6/4-2018/6/6.
[10] Ruibo Yan, Xi Xiao, Guangwu Hu, Sancheng Peng,YongJiang. New Deep Learning Method to Detect Code Injection Attacks on Hybrid Applications, Journal of Systems and Software, 2018，3(137): 67-77.
[11] Xi Xiao, Chunhui Chen, Arun KumarSangaiah, Guangwu Hu, Runguo Ye,Yong Jiang. CenLocShare: A Centralized Privacy-Preserving Location-Sharing System for Mobile Online Social Networks. Future Generation Computer Systems, 2018, 86(2018):863-872.
[12] Xi Xiao, Zhenlong Wang, Qing Li, Shutao Xia, Yong Jiang. Back-Propagation Neural Network on Markov Chains from System Call Sequences: A New Approach for Detecting Android Malware with System Call Sequences, IET Information Security, 2016, 11(1): 8-15.
[13] Xi Xiao, Peng Fu, Changsheng Dou, Qing Li, Guangwu Hu, Shutao Xia. Design and Analysis of SEIQR Worm Propagation Model in Mobile Internet, Communications in Nonlinear Science and Numerical Simulation, February 2017, 43 (2017), 341-350.
[14] Xi Xiao, XinguangTian, Qibin Zhai, Shutao Xia. A variable-length model for masquerade detection,Journal of Systems and Software, 2012, 85(11), 2470-2478.
[15] Hanqi Zhang, Xi Xiao, Francesco Mercaldo, Shiguang Ni, Fabio Martinelli, Arun Kumar Sangaiah. Classification of Ransomware Families with Machine Learning Based on N-gram of Opcodes, Future Generation Computer Systems, 2019, 90(2019): 211-221.
授权专利
[1] 肖喜，付鹏，刘睿彤，李清，王振龙，一种钓鱼网站检测方法及装置，专利号ZL201410310819.8
[2] 肖喜，张少峰，李清，胡光武，江勇，夏树涛，一种APP应用重打包检测方法，专利号ZL201510595733.9
[3] 肖喜，张少峰，李清，胡光武，夏树涛，江勇，一种针对混合模式移动应用的检测方法及装置，专利号ZL201510489679.X
[4] 肖喜，肖仙妮，江勇，付鹏，李清，夏树涛，批量安卓恶意软件检测方法及其装置，专利号ZL201510142665.0.
[5] 肖喜，陈春辉，李清，胡光武，江勇，夏树涛，一种基于混合模式移动应用的数据本地存储控制方法及装置，专利号ZL201510435463.5.
