A combined feature selection approach for malicious email detection based on a comprehensive email dataset - Han Zhang; Yong Shi; Ming Liu; Libo Chen; Songyang Wu; Zhi Xue (Cybersecur., 2025)

Leveraging Frozen Batch Normalization for Co-Training in Source-Free Domain Adaptation - Xianwen Deng; Yijun Wang; Zhi Xue (International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025, 2025)

Countmamba: A Generalized Website Fingerprinting Attack via Coarse-Grained Representation and Fine-Grained Prediction - Xianwen Deng; Ruijie Zhao; Yanhao Wang; Mingwei Zhan; Zhi Xue; Yijun Wang (IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025, 2025)

Dr. Docker: A Large-Scale Security Measurement of Docker Image Ecosystem - Hequan Shi; Lingyun Ying; Libo Chen; Haixin Duan; Ming Liu; Zhi Xue (Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025, 2025)

YOLOv8-Coal: a coal-rock image recognition method based on improved YOLOv8 - Wenyu Wang; Yanqin Zhao; Zhi Xue (PeerJ Comput. Sci., 2024)

SaTC: Shared-Keyword Aware Taint Checking for Detecting Bugs in Embedded Systems - Libo Chen; Yanhao Wang; Jiaqi Linghu; Qinsheng Hou; Quanpu Cai; Shanqing Guo; Zhi Xue (IEEE Trans. Dependable Secur. Comput., 2024)

A Novel Self-Supervised Framework Based on Masked Autoencoder for Traffic Classification - Ruijie Zhao; Mingwei Zhan; Xianwen Deng; Fangqi Li; Yanhao Wang; Yijun Wang; Guan Gui; Zhi Xue (IEEE/ACM Trans. Netw., 2024)

Vulnerability-oriented Testing for RESTful APIs - Wenlong Du; Jian Li; Yanhao Wang; Libo Chen; Ruijie Zhao; Junmin Zhu; Zhengguang Han; Yijun Wang; Zhi Xue (33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024, 2024)

Code is not Natural Language: Unlock the Power of Semantics-Oriented Graph Representation for Binary Code Similarity Detection - Haojie He; Xingwei Lin; Ziang Weng; Ruijie Zhao; Shuitao Gan; Libo Chen; Yuede Ji; Jiashui Wang; Zhi Xue (33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024, 2024)

AN-Net: an Anti-Noise Network for Anonymous Traffic Classification - Xianwen Deng; Yijun Wang; Zhi Xue (Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024, 2024)

Semisupervised Federated-Learning-Based Intrusion Detection Method for Internet of Things - Ruijie Zhao; Yijun Wang; Zhi Xue; Tomoaki Ohtsuki; Bamidele Adebisi; Guan Gui (IEEE Internet Things J., 2023)

A Novel Traffic Classifier With Attention Mechanism for Industrial Internet of Things - Ruijie Zhao; Yiteng Huang; Xianwen Deng; Yong Shi; Jiabin Li; Zijing Huang; Yijun Wang; Zhi Xue (IEEE Trans. Ind. Informatics, 2023)

Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation - Ruijie Zhao; Mingwei Zhan; Xianwen Deng; Yanhao Wang; Yijun Wang; Guan Gui; Zhi Xue (Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023)

VD-Guard: DMA Guided Fuzzing for Hypervisor Virtual Device - Yuwei Liu; Siqi Chen; Yuchong Xie; Yanhao Wang; Libo Chen; Bin Wang; Yingming Zeng; Zhi Xue; Purui Su (38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, Luxembourg, September 11-15, 2023, 2023)

Both Sides Needed: A Two-Dimensional Measurement Study of Email Security Based on SPF and DMARC - Han Zhang; Libo Chen; Ming Liu; Yong Shi; Songyang Wu; Zhi Xue (19th International Conference on Mobility, Sensing and Networking, MSN 2023, Nanjing, China, December 14-16, 2023, 2023)

SAWD: Structural-Aware Webshell Detection System with Control Flow Graph - Junmin Zhu; Yizhao Yao; Xianwen Deng; Yaoguang Yong; Yanhao Wang; Libo Chen; Zhi Xue; Ruijie Zhao (The 35th International Conference on Software Engineering and Knowledge Engineering, SEKE 2023, KSIR Virtual Conference Center, USA, July 1-10, 2023, 2023)

GeeSolver: A Generic, Efficient, and Effortless Solver with Self-Supervised Learning for Breaking Text Captchas - Ruijie Zhao; Xianwen Deng; Yanhao Wang; Zhicong Yan; Zhengguang Han; Libo Chen; Zhi Xue; Yijun Wang (44th IEEE Symposium on Security and Privacy, SP 2023, San Francisco, CA, USA, May 21-25, 2023, 2023)

Subdomain Protection is Needed: An SPF and DMARC-Based Empirical Measurement Study and Proactive Solution of Email Security - Han Zhang; Dengke Mi; Libo Chen; Ming Liu; Yong Shi; Zhi Xue (42nd International Symposium on Reliable Distributed Systems, SRDS 2023, Marrakesh, Morocco, September 25-29, 2023, 2023)

A Novel Intrusion Detection Method Based on Lightweight Neural Network for Internet of Things - Ruijie Zhao; Guan Gui; Zhi Xue; Jie Yin; Tomoaki Ohtsuki; Bamidele Adebisi; Haris Gacanin (IEEE Internet Things J., 2022)

SEAF: A Scalable, Efficient, and Application-independent Framework for container security detection - Libo Chen; Yihang Xia; Zhenbang Ma; Ruijie Zhao; Yanhao Wang; Yue Liu; Wenqi Sun; Zhi Xue (J. Inf. Secur. Appl., 2022)

SFuzz: Slice-based Fuzzing for Real-Time Operating Systems - Libo Chen; Quanpu Cai; Zhenbang Ma; Yanhao Wang; Hong Hu; Minghang Shen; Yue Liu; Shanqing Guo; Haixin Duan; Kaida Jiang; Zhi Xue (Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022, 2022)

A Semi-Supervised Federated Learning Scheme via Knowledge Distillation for Intrusion Detection - Ruijie Zhao; Linbo Yang; Yijun Wang; Zhi Xue; Guan Gui; Tomoaki Ohtsuki (IEEE International Conference on Communications, ICC 2022, Seoul, Korea, May 16-20, 2022, 2022)

A Lightweight Semi-Supervised Learning Method Based on Consistency Regularization for Intrusion Detection - Ruijie Zhao; Tiantian Tang; Guan Gui; Zhi Xue (IEEE International Conference on Communications, ICC 2022, Seoul, Korea, May 16-20, 2022, 2022)

3E-Solver: An Effortless, Easy-to-Update, and End-to-End Solver with Semi-Supervised Learning for Breaking Text-Based Captchas - Xianwen Deng; Ruijie Zhao; Yanhao Wang; Libo Chen; Yijun Wang; Zhi Xue (Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, 2022)

Flow Sequence-Based Anonymity Network Traffic Identification with Residual Graph Convolutional Networks - Ruijie Zhao; Xianwen Deng; Yanhao Wang; Libo Chen; Ming Liu; Zhi Xue; Yijun Wang (30th IEEE/ACM International Symposium on Quality of Service, IWQoS 2022, Oslo, Norway, June 10-12, 2022, 2022)

MT-FlowFormer: A Semi-Supervised Flow Transformer for Encrypted Traffic Classification - Ruijie Zhao; Xianwen Deng; Zhicong Yan; Jun Ma; Zhi Xue; Yijun Wang (KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, 2022)

IDSGAN: Generative Adversarial Networks for Attack Generation Against Intrusion Detection - Zilong Lin; Yong Shi; Zhi Xue (Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part III, 2022)

RTED-SD: A Real-Time Edge Detection Scheme for Sybil DDoS in the Internet of Vehicles - Jiabin Li; Zhi Xue; Changlian Li; Ming Liu (IEEE Access, 2021)

Two-Tier Intrusion Detection Framework for Embedded Systems - Ming Liu; Zhi Xue; Xiangjian He (IEEE Consumer Electron. Mag., 2021)

An Efficient Intrusion Detection Method Based on Dynamic Autoencoder - Ruijie Zhao; Jie Yin; Zhi Xue; Guan Gui; Bamidele Adebisi; Tomoaki Ohtsuki; Haris Gacanin; Hikmet Sari (IEEE Wirel. Commun. Lett., 2021)

An Efficient and Lightweight Approach for Intrusion Detection based on Knowledge Distillation - Ruijie Zhao; Yu Chen; Yijun Wang; Yong Shi; Zhi Xue (ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, June 14-23, 2021, 2021)

Flow Transformer: A Novel Anonymity Network Traffic Classifier with Attention Mechanism - Ruijie Zhao; Yiteng Huang; Xianwen Deng; Zhi Xue; Jiabin Li; Zijing Huang; Yijun Wang (17th International Conference on Mobility, Sensing and Networking, MSN 2021, Exeter, United Kingdom, December 13-15, 2021, 2021)

A Semi-supervised Deep Learning-Based Solver for Breaking Text-Based CAPTCHAs - Xianwen Deng; Ruijie Zhao; Zhi Xue; Ming Liu; Libo Chen; Yijun Wang (20th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2021, Shenyang, China, October 20-22, 2021, 2021)

Sharing More and Checking Less: Leveraging Common Input Keywords to Detect Bugs in Embedded Systems - Libo Chen; Yanhao Wang; Quanpu Cai; Yunfan Zhan; Hong Hu; Jiaqi Linghu; Qinsheng Hou; Chao Zhang; Haixin Duan; Zhi Xue (30th USENIX Security Symposium, USENIX Security 2021, August 11-13, 2021, 2021)

A Novel Approach based on Lightweight Deep Neural Network for Network Intrusion Detection - Ruijie Zhao; Zhaojie Li; Zhi Xue; Tomoaki Ohtsuki; Guan Gui (IEEE Wireless Communications and Networking Conference, WCNC 2021, Nanjing, China, March 29 - April 1, 2021, 2021)

A Fuzzy Post-project Evaluation Approach for Security Video Surveillance System - Ming Liu; Zhi Xue (CoRR, 2021)

SCADS: A Scalable Approach Using Spark in Cloud for Host-based Intrusion Detection System with System Calls - Ming Liu; Zhi Xue; Xiangjian He; Jinjun Chen (CoRR, 2021)

RTVD: A Real-Time Volumetric Detection Scheme for DDoS in the Internet of Things - Jiabin Li; Ming Liu; Zhi Xue; Xiaochen Fan; Xiangjian He (IEEE Access, 2020)

Intelligent intrusion detection based on federated learning aided long short-term memory - Ruijie Zhao; Yue Yin; Yong Shi; Zhi Xue (Phys. Commun., 2020)

A Unified Host-based Intrusion Detection Framework using Spark in Cloud - Ming Liu; Zhi Xue; Xiangjian He (19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020, Guangzhou, China, December 29, 2020 - January 1, 2021, 2020)

A PHP and JSP Web Shell Detection System With Text Processing Based On Machine Learning - Han Zhang; Ming Liu; Zihan Yue; Zhi Xue; Yong Shi; Xiangjian He (19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020, Guangzhou, China, December 29, 2020 - January 1, 2021, 2020)

Cyberthreat-Intelligence Information Sharing: Enhancing Collaborative Security - Ming Liu; Zhi Xue; Xiangjian He; Jinjun Chen (IEEE Consumer Electron. Mag., 2019)

MultiScan: A Private Online Virus Detection System - Ming Liu; Yuxuan He; Zhi Xue; Xiangjian He; Jinjun Chen (IEEE Consumer Electron. Mag., 2019)

New upper degree of freedom in transmission system based on wireless G-MIMO communication channel - Xiao Chen; Liang Pang; Pengze Guo; Xingping Sun; Zhi Xue; N. Arunkumar (Clust. Comput., 2019)

Host-Based Intrusion Detection System with System Calls: Review and Future Trends - Ming Liu; Zhi Xue; Xianghua Xu; Changmin Zhong; Jinjun Chen (ACM Comput. Surv., 2019)

Energy-Efficient Fault-Tolerant Scheduling Algorithm for Real-Time Tasks in Cloud-Based 5G Networks - Pengze Guo; Ming Liu; Jun Wu; Zhi Xue; Xiangjian He (IEEE Access, 2018)

Energy-Efficient Deployment of Edge Dataenters for Mobile Clouds in Sustainable IoT - Sambit Kumar Mishra; Deepak Puthal; Bibhudatta Sahoo; Suraj Sharma; Zhi Xue; Albert Y. Zomaya (IEEE Access, 2018)

Character-Level Intrusion Detection Based On Convolutional Neural Networks - Steven Z. Lin; Yong Shi; Zhi Xue (2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, 2018)

IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection - Zilong Lin; Yong Shi; Zhi Xue (CoRR, 2018)

Localization of multiple jamming attackers in vehicular ad hoc network - Liang Pang; Xiao Chen; Yong Shi; Zhi Xue; Rida Khatoun (Int. J. Distributed Sens. Networks, 2017)

A novel anti-jamming method in wireless sensor networks: Using artificial noise to actively interfere the intelligent jammer - Liang Pang; Zhi Xue (4th International Conference on Systems and Informatics, ICSAI 2017, Hangzhou, China, November 11-13, 2017, 2017)

A Novel Range-Free Jammer Localization Solution in Wireless Network by Using PSO Algorithm - Liang Pang; Xiao Chen; Zhi Xue; Rida Khatoun (Data Science - Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22-24, 2017, Proceedings, Part II, 2017)

Tracking the Mobile Jammer Continuously in Time by Using Moving Vector - Liang Pang; Pengze Guo; Xiao Chen; Zhi Xue (10th International Symposium on Computational Intelligence and Design, ISCID 2017, Hangzhou, China, December 9-10, 2017, Volume 1, 2017)

Personalised content recommendation based on field authorities in transparent computing - Shuang Li; Wei Hu; Yaoxue Zhang; Yue-Zhi Zhou; Zhi Xue (Int. J. Ad Hoc Ubiquitous Comput., 2016)

Secrecy Outage Probability of a Distributed Multi-Antenna Cooperative Communication System - Nan Run Zhou; Xiao Rong Liang; Zhi Juan Kang; Lihua Gong; Zhi Xue (Wirel. Pers. Commun., 2016)

Real-Time Fault-Tolerant Scheduling Algorithm in Virtualized Clouds - Pengze Guo; Zhi Xue (Communications and Networking - 11th EAI International Conference, ChinaCom 2016 Chongqing, China, September 24-26, 2016, Proceedings, Part II, 2016)

Improved task partition based fault-tolerant rate-monotonic scheduling algorithm - Pengze Guo; Zhi Xue (International Conference on Security of Smart Cities, Industrial Control System and Communications, SSIC 2016, Paris, France, July 18-19, 2016, 2016)

Security in MIMO wireless hybrid channel with artificial noise - Xiao Chen; Liang Pang; Yuhuan Tang; Hongpeng Yang; Zhi Xue (International Conference on Cyber Security of Smart Cities, Industrial Control System and Communications, SSIC 2015, Shanghai, China, August 5-7, 2015, 2015)

Wiretap Channel with Information Embedding on Actions - Xinxing Yin; Zhi Xue (Entropy, 2014)

Application of Full-Duplex Wireless Technique into Secure MIMO Communication: Achievable Secrecy Rate based Optimization - Yongkai Zhou; Zheng Zheng Xiang; Yan Zhu; Zhi Xue (IEEE Signal Process. Lett., 2014)

Secrecy Rate of Two-Hop AF Relaying Networks with an Untrusted Relay - Nanrun Zhou; Xun Chen; Chisheng Li; Zhi Xue (Wirel. Pers. Commun., 2014)

Capacity-Equivocation Region Bounds for Degraded Broadcast Channel with Action-Dependent States - Xinxing Yin; Yan Zhu; Xiao Chen; Liang Pang; Zhi Xue (14th IEEE International Conference on Computer and Information Technology, CIT 2014, Xi'an, China, September 11-13, 2014, 2014)

An inner bound on the capacity region of multiple-access channel with side information - Fangbiao Li; Zhi Xue (7th International Conference on Biomedical Engineering and Informatics, BMEI 2014, Dalian, China, October 14-16, 2014, 2014)

Robust MIMO beamforming and power allocation for artificial noise generated by both transmitter and receiver - Yongkai Zhou; Fangbiao Li; Pengze Guo; Zhi Xue (9th International Conference on Communications and Networking in China, Maoming, China, August 14-16, 2014, 2014)

Enhanced MIMOME wiretap channel via adopting full-duplex MIMO radios - Yongkai Zhou; Yan Zhu; Zhi Xue (IEEE Global Communications Conference, GLOBECOM 2014, Austin, TX, USA, December 8-12, 2014, 2014)

Information embedding on actions in wiretap channel - Xinxing Yin; Liang Pang; Zhi Xue (IEEE International Conference on Communications, ICC 2014, Sydney, Australia, June 10-14, 2014, Workshops Proceedings, 2014)

The role of feedback in channels with information embedding on actions - Xinxing Yin; Xiao Chen; Pengze Guo; Zhi Xue (2014 IEEE/CIC International Conference on Communications in China, ICCC 2014, Shanghai, China, October 13-15, 2014, 2014)

Artificial Noise Generated in MIMO Scenario: Optimal Power Design - Yan Zhu; Yongkai Zhou; Shivani Patel; Xiao Chen; Liang Pang; Zhi Xue (IEEE Signal Process. Lett., 2013)

A New Scheme for Indirect Trust Calculation to Resist Bigmouth Attack in Wireless Ad Hoc Network - Yongkai Zhou; Zhi Xue; Chong Fu; Jianhua Li; Yue Wu; Yi Yuan; Yun Zhu; Yong Shi (16th IEEE International Conference on Computational Science and Engineering, CSE 2013, December 3-5, 2013, Sydney, Australia, 2013)

Integrated Network Service to Enhance Multicast Communication - Yongkai Zhou; Pengze Guo; Yan Zhu; Zhi Xue; Jianhua Li; Yi Yuan (IEEE 11th International Conference on Dependable, Autonomic and Secure Computing, DASC 2013, Chengdu, China, December 21-22, 2013, 2013)

Research on security evaluation of cloud computing based on attack graph - Yexia Cheng; Yuejin Du; Junfeng Xu; Chunyang Yuan; Zhi Xue (2nd IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2012, Hangzhou, China, October 30 - November 1, 2012, 2012)

Contribution-Based User Reputation Modeling in Collaborative Recommender Systems - Wei Hu; Yaoxue Zhang; Yuezhi Zhou; Zhi Xue (9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, UIC/ATC 2012, Fukuoka, Japan, September 4-7, 2012, 2012)

An Improved Efficient Secret Handshakes Scheme with Unlinkability - Jie Gu; Zhi Xue (IEEE Commun. Lett., 2011)

An Efficient Self-Healing Key Distribution with Resistance to the Collusion Attack for Wireless Sensor Networks - Jie Gu; Zhi Xue (Proceedings of IEEE International Conference on Communications, ICC 2010, Cape Town, South Africa, 23-27 May 2010, 2010)

Attack Grammar: A New Approach to Modeling and Analyzing Network Attack Sequences - Yinqian Zhang; Xun Fan; Yijun Wang; Zhi Xue (Twenty-Fourth Annual Computer Security Applications Conference, ACSAC 2008, Anaheim, California, USA, 8-12 December 2008, 2008)

Two Stochastic Models for Security Evaluation Based on Attack Graph - Yinqian Zhang; Xun Fan; Zhi Xue; Hao Xu (Proceedings of the 9th International Conference for Young Computer Scientists, ICYCS 2008, Zhang Jia Jie, Hunan, China, November 18-21, 2008, 2008)

Mining Privilege Escalation Paths for Network Vulnerability Analysis - Baowen Zhang; William Zhu; Zhi Xue (Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007, 24-27 August 2007, Haikou, Hainan, China, Proceedings, Volume 4, 2007)

Feature Analysis and Classification for Filtering Junk Information in Animation - Ming Zhao; Shilin Wang; Shenghong Li; Xiang Li; Zhi Xue (Third International Conference on Natural Computation, ICNC 2007, Haikou, Hainan, China, 24-27 August 2007, Volume 3, 2007)