| 2025 | ICASSP | APTSniffer: Detecting APT Attack Traffic Using Retrieval-Augmented Large Language Models. | Hongbo Xu, Chengxiang Si, Zhou Zhou, Chenxu Wang, Peishuai Sun, Qingyun Liu |
| 2025 | INFOCOM | FlowMiner: A Powerful Model Based on Flow Correlation Mining for Encrypted Traffic Classification. | Hongbo Xu, Chengxiang Si, Shuhao Li, Zhenyu Cheng, Chenxu Wang, Jiang Xie, Peishuai Sun, Qingyun Liu |
| 2025 | WWW | HOLMES & WATSON: A Robust and Lightweight HTTPS Website Fingerprinting through HTTP Version Parallelism. | Yifei Cheng, Yujia Zhu, Baiyang Li, Peishuai Sun, Yong Ding, Xinhao Deng, Qingyun Liu |
| 2025 | WWW | AdvTG: An Adversarial Traffic Generation Framework to Deceive DL-Based Malicious Traffic Detection Models. | Peishuai Sun, Xiaochun Yun, Shuhao Li, Tao Yin, Chengxiang Si, Jiang Xie |
| 2025 | TrustCom | TGF-JA4: LLM-Aware Multi-Feature Temporal Graph For Malware Detection Under Concept Drift. | Xinyan Chen, Yu Wang, Peishuai Sun, He Wang, Yuqing Zhang |
| 2024 | ESORICS | ProxyKiller: An Anonymous Proxy Traffic Attack Model Based on Traffic Behavior Graphs. | Hongbo Xu, Zhenyu Cheng, Shuhao Li, Chenxu Wang, Peishuai Sun, Jiang Xie, Qingyun Liu |
| 2024 | ICASSP | A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection. | Peishuai Sun, Chengxiang Si, Shuhao Li, Zhenyu Cheng, Shuyuan Zhao, Qingyun Liu |
| 2022 | GLOBECOM | TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCN. | Hongbo Xu, Shuhao Li, Zhenyu Cheng, Rui Qin, Jiang Xie, Peishuai Sun |
| 2022 | SEC | RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features. | Peishuai Sun, Shuhao Li, Jiang Xie, Hongbo Xu, Zhenyu Cheng, Rui Qin |