Xingmao Guan, Ning Li, Ding Wang, Wei Qiao, Zelin Cui, Bo Jiang, Zhigang Lu, Baoxu Liu (2026). FlowMatch: Few-Shot Encrypted Traffic Classification with Consistency and Confidence. International Conference on Computer Supported Cooperative Work in Design.DOI
Xingmao Guan, Ning Li, Xueying Han, Ding Wang, Jinlai Huang, Tao Wang, Zelin Cui, Zhigang Lu, Baoxu Liu (2026). No train, no pain: a training-free few-shot traffic classifier based on LLMs. Cybersecurity.DOI
Yitan Huang, Wei Qiao, Ding Wang, Meng Shen, Di Zhao, Lin Li, Susu Cui, Bo-Sian Jiang, Zhigang Lu, Baoxu Liu (2026). Forge: A Robust Multi-tab Website Fingerprinting Attack via Blind Source Separation. The Web Conference.DOI
Yiren Chen, Xiaobo Yang, Fangming Dong, Bo Jiang, Zhigang Lu, Baoxu Liu (2026). MoPHoney: An adaptive honeyword generation system based on Mixture-of-prompts. Journal of systems architecture.DOI
Xiao Chen, Qiuyun Wang, Shuwei Wang, Weize Zhang, Yuling Liu, Baoxu Liu, Zhengwei Jiang (2026). Large Language Models for Opaque Predicate Resolution: A Universal Control Flow Deobfuscation Framework. Proc. ACM Softw. Eng..DOI
Wen-Hao Yan, Ning An, Lin Li, Bingsheng Bi, Bo-Sian Jiang, Zhigang Lu, Baoxu Liu, Junrong Liu, Cong Dong (2026). ProvAgent: Threat Detection Based on Identity-Behavior Binding and Multi-Agent Collaborative Attack Investigation. arXiv.org.DOI
Xueying Han, Jian Qin, Changzhi Zhao, Weike Fang, Junrong Liu, Weihang Wang, Bo-Sian Jiang, Susu Cui, Zhigang Lu, Baoxu Liu (2026). Robust Malicious Network Traffic Detection Framework With Automated Drift Detection, Identification, and Adaptation. IEEE Transactions on Information Forensics and Security.DOI
Qiuyun Wang, Peng Gong, Wei Xia, Zhengwei Jiang, Baoxu Liu, Shuwei Wang (2026). A Novel Detection Method of Threat Groups Based on PE Files’ Gene. International Conference on Computer Supported Cooperative Work in Design.DOI
Jian Qin, Xueying Han, Yunpeng Li, Ding Wang, Susu Cui, Bo Jiang, Zhigang Lu, Baoxu Liu (2026). GranulNet: A unified framework for traffic identification using multi-grained feature fusion. Comput. Networks.DOI
Yujie Sun, Huina Chao, Ye-Ting Li, Xinyi Wang, Yiming Liu, Jialun Cao, Qin Mai, Hengyu Yang, Feng Li, Wei Huo, Bao-Xu Liu (2026). Themis: Bridging Documentation and Code to Uncover Access Control Vulnerabilities in GitLab. IEEE International Conference on Acoustics, Speech, and Signal Processing.DOI
Zexiao Zou, Zhiqiang Wang, Qianli Huang, Bao-Xu Liu (2026). A Passive Network Storage Covert Channel for Internet of Things. IEEE Internet of Things Journal.DOI
Zexiao Zou, Zhiqiang Wang, Baoxu Liu, Yu Han, Yan Zhang (2026). Hiding the trees in the forest: Building network covert channels with hash-based covert carrier filtering. Computers & security.DOI
Xinke Deng, Yiren Chen, Chunyan Ma, Ye-Peng Yao, Jun Jiang, Baoxu Liu, Kai Zhang (2026). TTP-MAS: A Collaborative Multi-Agent System for Uncertainty-Aware TTP Extraction. International Conference on Computer Supported Cooperative Work in Design.DOI
Liangchen Chen, Deyin Fu, Gao Shu, Shuo Zhang, Baoxu Liu (2026). IID-DAKD: An Incremental Intrusion Detection Method for Encrypted Traffic Based on Dual Augmentation and Fusion Knowledge Distillation. Symmetry.DOI
Cheng Meng, Wenxin Le, Fangming Dong, X Q Li, Qiuyun Wang, Fangli Ren, Baoxu Liu (2026). Can Large Language Models Evaluate Cybersecurity Detection Rules? Framework and Empirical Analysis. International Conference on Computer Supported Cooperative Work in Design (CSCWD).DOI
Jun Jiang, Yijiao Jiang, Fangming Dong, Zhengwei Jiang, Tianming Zheng, Baoxu Liu, Liling Xin (2026). Graph Representation Learning via Generative-Contrastive Fusion for Advanced Persistent Threat Detection. Lecture notes in computer science.DOI
Jun Jiang, Fangming Dong, Lingjia Guo, Zhengwei Jiang, Baoxu Liu, Kai Zhang (2026). Flow Dissector: A Flow Slicing Representation with a Pre-trained Model for Varied Malicious Traffic Classification. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.DOI
Wen-Hao Yan, Ning An, Wei Qiao, Weiheng Wu, Zhigang Lu, Bo-Sian Jiang, Baoxu Liu, Junrong Liu (2025). Sentient: Detecting APTs via Capturing Indirect Dependencies and Behavioral Logic. AAAI Conference on Artificial Intelligence.DOI
Wei Qiao, Weiheng Wu, Song Liu, Yebo Feng, Zehui Wang, Junrong Liu, Teng Li, Bo Jiang, Zhigang Lu, Baoxu Liu (2025). SauronEyes: Disentangling Voluminous Logs to Unveil Camouflaged Attack Intentions. IEEE Transactions on Information Forensics and Security.DOI
Weiheng Wu, Wei Qiao, Wen-Hao Yan, Bo-Sian Jiang, Yuling Liu, Baoxu Liu, Zhigang Lu, Junrong Liu (2025). Brewing Vodka: Distilling Pure Knowledge for Lightweight Threat Detection in Audit Logs. The Web Conference.DOI
Xiaoyu Geng, Ning An, Boyuan Xu, Xiaobo Yang, Bo Jiang, Baoxu Liu, Junrong Liu (2025). Controller Makes Pentesting Better: An Improved Multi-Agent Automated Penetration Testing Framework. International Conference on Trust, Security and Privacy in Computing and Communications.DOI
Susu Cui, Xueying Han, Dong-Qi Han, Zhiliang Wang, Weihang Wang, Bo Jiang, Baoxu Liu, Zhigang Lu (2025). FG-SAT: Efficient Flow Graph for Encrypted Traffic Classification Under Environment Shifts. IEEE Transactions on Information Forensics and Security.DOI
Yue Zhang, Fangjiao Zhang, Bai-Han Liu, Baoxu Liu, Yuling Liu, Qixu Liu (2025). DAB-LLM: Detection of Anomalies in API Call Behavior Based on Large Language Model. International Conference on Computer Supported Cooperative Work in Design.DOI
Siyuan Pang, Yongshan Wang, Yepeng Yao, Zhengwei Jiang, Zijing Fan, Baoxu Liu (2025). Detection and Analysis of Poisoned Image in Container Registry. IEEE International Symposium on Software Reliability Engineering (ISSRE).DOI
Yongshan Wang, Siyuan Pang, Zijing Fan, Shang Shang, Yepeng Yao, Zhengwei Jiang, Baoxu Liu (2025). Advanced code slicing with pre-trained model fine-tuned for open-source component malware detection. The Computer Journal.DOI
Hao Li, Zehui Wang, Shang Shang, Zhengwei Jiang, Qiuyun Wang, Fangli Ren, Baoxu Liu (2025). Joint Spatial-Temporal Representation for Host Intrusion Detection System. Lecture notes in computer science.DOI
Xueying Han, Song Liu, Junrong Liu, Bo-Sian Jiang, Zhigang Lu, Baoxu Liu (2024). ECNet: Robust Malicious Network Traffic Detection With Multi-View Feature and Confidence Mechanism. IEEE Transactions on Information Forensics and Security.DOI
Xueying Han, Susu Cui, Jian Qin, Song Liu, Bo-Sian Jiang, Cong Dong, Zhigang Lu, Baoxu Liu (2024). ContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning. The Web Conference.DOI
Weiheng Wu, Wei Qiao, Wen-Hao Yan, Bo-Sian Jiang, Yuling Liu, Baoxu Liu, Zhigang Lu, Junrong Liu (2024). Winemaking: Extracting Essential Insights for Efficient Threat Detection in Audit Logs. arXiv.org.DOI
Yiren Chen, Mengjiao Cui, Ding Wang, Yiyang Cao, Pei-An Yang, Bo-Sian Jiang, Zhigang Lu, Baoxu Liu (2024). A survey of large language models for cyber threat detection. Computers & security.DOI
Yue Zhang, Bao-Xu Liu, Jing-Qiang Liu, Fangjiao Zhang, Yuling Liu, Qixu Liu (2024). TAD-LLM: API Traffic Anomaly Detection Based on Large Language Model. International Conference on Mobile Ad-hoc and Sensor Networks.DOI
Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, Xiaofeng Wang, Xiao-Zhong Liu, Haixu Tang, Baoxu Liu (2023). Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning. USENIX Security Symposium.
Xiaobo Xiang, Xiu Zhang, Qingli Guo, Xiaorui Gong, Baoxu Liu (2023). Breaking the Trust Circle in HarmonyOS by Chaining Multiple Vulnerabilities. 2023 3rd Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS).DOI
Xiaobo Xiang, Yue Jiang, Qingli Guo, Xiu Zhang, Xiaorui Gong, Baoxu Liu (2023). AppChainer: investigating the chainability among payloads in android applications. Cybersecurity.DOI
Can Yang, Zheng-Zi Xu, Hongxu Chen, Yang Liu, Xiaorui Gong, Baoxu Liu (2022). ModX: Binary Level Partially Imported Third-Party Library Detection via Program Modularization and Semantic Matching. International Conference on Software Engineering.DOI
Chuyi Yan, C. Zhang, Zhigang Lu, Zehui Wang, Yuling Liu, Baoxu Liu (2022). Blockchain abnormal behavior awareness methods: a survey. Cybersecurity.DOI
Bing-Hua Song, Rong Chen, Baoxu Liu, Zheng-Wei Jiang, Xu-Ren Wang (2022). The Hyperbolic Temporal Attention Based Differentiable Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence. International Conference on Computer Supported Cooperative Work in Design.DOI
Yu Zhang, Nanyu Zhong, Wei You, Yanyan Zou, Kunpeng Jian, Jiahuan Xu, Jian Sun, Baoxu Liu, Wei Huo (2022). NDFuzz: a non-intrusive coverage-guided fuzzing framework for virtualized network devices. Cybersecurity.DOI
Xiangyu Du, Zheng-Wei Jiang, Jun Jiang, Kai Zhang, Zijing Fan, Fangming Dong, Ning Li, Baoxu Liu (2022). BASNEA: Threat Hunting for Ethereum Smart Contract Based on Backtrackless Aligned-Spatial Network Entity Alignment. International Conference on Science of Cyber Security.DOI
Bing-Hua Song, Rong Chen, Baoxu Liu, Zheng-Wei Jiang, Xu-Ren Wang (2022). Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence. International Conference on Conceptual Structures.DOI
Yizhe You, Jun Jiang, Zheng-Wei Jiang, Pei-An Yang, Baoxu Liu, Huamin Feng, Xu-Ren Wang, Ning Li (2022). TIM: threat context-enhanced TTP intelligence mining on unstructured threat data. Cybersecurity.DOI
Yan-Hua Liu, Jiaqi Li, Baoxu Liu, Xiaoling Gao, Xi-Meng Liu (2022). Malware detection method based on image analysis and generative adversarial networks. Concurrency and Computation.DOI
Liang-Chen Chen, Shu Gao, Baoxu Liu (2022). An improved density peaks clustering algorithm based on grid screening and mutual neighborhood degree for network anomaly detection. Scientific Reports.DOI
Yun Feng, Bao-Xu Liu, Yue Zhang, Jinli Zhang, Chaoge Liu, Qixu Liu (2021). Automated Honey Document Generation Using Genetic Algorithm. Wireless Algorithms, Systems, and Applications.DOI
Yan-Hua Liu, Jiaqi Li, Baoxu Liu, Xiaoling Gao, Xi-Meng Liu (2021). Malware Identification Method Based on Image Analysis. International Conference on Information Technology in Medicine and Education.DOI
Yi Chen, Ye-Peng Yao, Xiaofeng Wang, Dandan Xu, Chang Yue, Xiao-Zhong Liu, Kai Chen, Haixu Tang, Baoxu Liu (2021). Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. IEEE Symposium on Security and Privacy.DOI
Cong Dong, Yufan Chen, Yunjian Zhang, Yuling Liu, Zhigang Lu, Pu Dong, Baoxu Liu (2021). BEDIM: Lateral Movement Detection In Enterprise Network Through Behavior Deviation Measurement. 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys).DOI
Yun Feng, Baoxu Liu, Jinli Zhang, Xutong Wang, Chaoge Liu, Ming-Zhen Shen, Qixu Liu (2021). An Unsupervised Method for Timely Exfiltration Attack Discovery.DOI
Xiaobo Xiang, Ren Zhang, Hanxiang Wen, Xiaorui Gong, Baoxu Liu (2021). Ghost in the Binder: Binder Transaction Redirection Attacks in Android System Services. Conference on Computer and Communications Security.DOI
Bo Bai, Yun Feng, Baoxu Liu, Xutong Wang, Jiaxi Liu, Qing-Yue Liu, Qixu Liu, Shuang Zhao (2021). APT Behaviors Detection Based on Email Business Scenarios. International Conference on Data Science in Cyberspace.DOI
Liya Su, Xinyue Shen, Xiangyu Du, Xiao-Jing Liao, Xiaofeng Wang, Luyi Xing, Baoxu Liu (2021). Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications. USENIX Security Symposium.
Cong Dong, Zhigang Lu, Zelin Cui, Baoxu Liu, Kai Chen (2021). MBTree: Detecting Encryption RATs Communication Using Malicious Behavior Tree. IEEE Transactions on Information Forensics and Security.DOI
Xin Hao, Zheng-Wei Jiang, Qingsai Xiao, Qiuyun Wang, Ye-Peng Yao, Baoxu Liu, Jian Liu (2021). Producing More with Less: A GAN-based Network Attack Detection Approach for Imbalanced Data. International Conference on Computer Supported Cooperative Work in Design.DOI
Yu Zhang, Wei Huo, Kunpeng Jian, Ji Shi, Longquan Liu, Yanyan Zou, Chao Zhang, Baoxu Liu (2021). ESRFuzzer: an enhanced fuzzing framework for physical SOHO router devices to discover multi-Type vulnerabilities. Cybersecurity.DOI
Xiong Ding, Baoxu Liu, Zheng-Wei Jiang, Qiuyun Wang, Liling Xin (2021). Spear Phishing Emails Detection Based on Machine Learning. International Conference on Computer Supported Cooperative Work in Design.DOI
Zi-Jian Jia, Ye-Peng Yao, Qiuyun Wang, Xu-Ren Wang, Baoxu Liu, Zheng-Wei Jiang (2021). Trojan Traffic Detection Based on Meta-learning. International Conference on Conceptual Structures.DOI
Liang-Chen Chen, Shu Gao, Baoxu Liu, Zhigang Lu, Zheng-Wei Jiang (2020). FEW-NNN: A fuzzy entropy weighted natural nearest neighbor method for flow-based network traffic attack detection. China Communications.DOI
Xian-Wei Gao, Changzhen Hu, Shan Chun, Baoxu Liu, Zequn Niu, Hui Xie (2020). Malware classification for the cloud via semi-supervised transfer learning. Journal of Information Security and Applications.DOI
Cong Dong, Chen Zhang, Zhigang Lu, Baoxu Liu, B. Jiang (2020). CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification. Comput. Networks.DOI
Liang-Chen Chen, Shu Gao, Baoxu Liu, Zhigang Lu, Zheng-Wei Jiang (2020). THS-IDPC: A three-stage hierarchical sampling method based on improved density peaks clustering algorithm for encrypted malicious traffic detection. Journal of Supercomputing.DOI
Can Yang, Jian Liu, Mengxia Luo, Xiaorui Gong, Baoxu Liu (2020). RouAlign: Cross-Version Function Alignment and Routine Recovery with Graphlet Edge Embedding. IFIP International Information Security Conference.DOI
Ye-Peng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu (2019). Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection. International Conference on Conceptual Structures.DOI
Cong Dong, Yufan Chen, Yunjian Zhang, B. Jiang, Dongxu Han, Baoxu Liu (2019). An Approach for Scale Suspicious Network Events Detection. 2019 IEEE International Conference on Big Data (Big Data).DOI
Ye-Peng Yao, Liya Su, Zhigang Lu, Baoxu Liu (2019). STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection. 2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).DOI
Liya Su, Ye-Peng Yao, Zhigang Lu, Baoxu Liu (2019). Understanding the Influence of Graph Kernels on Deep Learning Architecture: A Case Study of Flow-Based Network Attack Detection. 2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).DOI
杨沛安，武杨，苏莉娅，刘宝旭（2018）. 网络空间威胁情报共享技术综述. 《计算机科学》.
Pei-Chi Yang, Yang Wu, Liya Su, Baoxu Liu（2018）. 网络空间威胁情报共享技术综述 (Overview of Threat Intelligence Sharing Technologies in Cyberspace). 《计算机科学》.DOI
Yexia Cheng, Yuejin Du, Jin Peng, Jun Fu, Baoxu Liu (2018). Research on Identity Authentication Method Based on Negative Logic System. CNCERT.DOI
Liya Su, Ye-Peng Yao, Ning Li, Junrong Liu, Zhigang Lu, Baoxu Liu (2018). Hierarchical Clustering Based Network Traffic Data Reduction for Improving Suspicious Flow Detection. 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).DOI
Yexia Cheng, Yuejin Du, Jin Peng, Shen He, Jun Fu, Baoxu Liu (2018). New Security Attack and Defense Mechanisms Based on Negative Logic System and Its Applications. International Conference on Science of Cyber Security.DOI
Qiang Li, Zheng-Wei Jiang, Zeming Yang, Baoxu Liu, Xin Wang, Yunan Zhang (2018). A Quality Evaluation Method of Cyber Threat Intelligence in User Perspective. TrustCom/BigDataSE.DOI
Yexia Cheng, Yuejin Du, Jin Peng, Jun Fu, Baoxu Liu (2018). Trusted Secure Accessing Protection Framework Based on Cloud-Channel-Device Cooperation. CNCERT.DOI
Yun Feng, Baoxu Liu, Xiang Cui, Chaoge Liu, Xue-Bin Kang, Junwei Su (2018). A Systematic Method on PDF Privacy Leakage Issues. 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).DOI
Qiang Li, D. Du, Zeming Yang, Baoxu Liu, Jian Yan (2017). A flexibility method of QQ forensic in Android system. IEEE Advanced Information Technology, Electronic and Automation Control Conference.DOI
Qiang Li, Zeming Yang, Zheng-Wei Jiang, Baoxu Liu, Yu Fu (2017). Association Analysis Of Cyber-Attack Attribution Based On Threat Intelligence.DOI
Yun Feng, Chaoge Liu, Baoxu Liu (2017). Poster : A New Approach to Detecting Ransomware with Deception.
Xiu-Cheng Zhang, Baoxu Liu, Xiaorui Gong, Zhenyu Song (2017). State-of-the-Art: Security Competition in Talent Education. Conference on Information Security and Cryptology.DOI
Zheng-Wei Jiang, Ran Du, Zhi-Gang Lu, Xihong Wu, Baoxu Liu (2013). A Meta-Synthesis Approach for Cloud Service Provider Selection Based on SecSLA. International Conference Communication and Information Systems.DOI
Baoxu Liu (2013). Model for Cloud Computing Security Assessment Based on Classified Protection.
Chao Wang, Baoxu Liu (2010). Design and Implementation Based on the Classification Protection Vulnerability Scanning System.
Baoxu Liu (2010). The Study on the Technologies and Applications of Network Trap.
Baoxu Liu (2010). Data Leakage Prevention System Based on Virtual Application.
Fa-Mei He, Xu-Ren Wang, Baoxu Liu (2010). Attack Detection by Rough Set Theory in Recommendation System. IEEE International Conference on Granular Computing.DOI
Baoxu Liu (2009). Algorithm of Information Security Risk Evaluation Based on OCTAVE and Grey System.
Baoxu Liu (2009). Optimal Design on Rule Base of Snort Based on Postal Comprehensive Network.
Zhigang Lu, Xiaozheng Wang, Baoxu Liu, Rong-Sheng Xu (2009). Study on Efficiency of Risk Management for Information Security Based on Transaction. 2009 Second International Symposium on Electronic Commerce and Security.DOI
Baoxu Liu (2009). Optimal Design and Implementation on Feature Library of Network Attack.
Jing-Xing Ye, Wei-Bin Zhai, Baoxu Liu, Zhuo-Ming Jiang, Rong-Sheng Xu (2007). Architecture of High Speed Network Content Auditing System Based on MPMF Algorithm.
Baoxu Liu (2007). On the design and implementation of a campus network monitor system.
Baoxu Liu (2007). Design and Implementation about the Campus Wireless Network.