VT-GAT: A Novel VPN Encrypted Traffic Classification Model Based on Graph Attention Neural Network. - Hongbo Xu; Shuhao Li; Zhenyu Cheng 001; Rui Qin; Jiang Xie 004; Peishuai Sun (CollaborateCom (2), 2022)

TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCN. - Hongbo Xu; Shuhao Li; Zhenyu Cheng 001; Rui Qin; Jiang Xie 004; Peishuai Sun (GLOBECOM, 2022)

Analysis and Detection Against Overlapping Phenomenon of Behavioral Attribute in Network Attacks. - Jiang Xie 004; Shuhao Li; Peishuai Sun (SciSec, 2022)

RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features. - Peishuai Sun; Shuhao Li; Jiang Xie 004; Hongbo Xu; Zhenyu Cheng 001; Rui Qin (SEC, 2022)

Analysis and Detection against Network Attacks in the Overlapping Phenomenon of Behavior Attribute. - Jiang Xie 004; Shuhao Li; Yongzheng Zhang 002; Peishuai Sun; Hongbo Xu (Comput. Secur., 2022)

Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features. - Xiaochun Yun; Jiang Xie 004; Shuhao Li; Yongzheng Zhang 002; Peishuai Sun (Comput. Secur., 2022)

GPMT: Generating practical malicious traffic based on adversarial attacks with little prior knowledge. - Peishuai Sun; Shuhao Li; Jiang Xie 004; Hongbo Xu; Zhenyu Cheng 001; Rong Yang (Comput. Secur., 2023)

ProxyKiller: An Anonymous Proxy Traffic Attack Model Based on Traffic Behavior Graphs. - Hongbo Xu; Zhenyu Cheng 001; Shuhao Li; Chenxu Wang; Peishuai Sun; Jiang Xie 004; Qingyun Liu 001 (ESORICS (2), 2024)

A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection. - Peishuai Sun; Chengxiang Si; Shuhao Li; Zhenyu Cheng 001; Shuyuan Zhao; Qingyun Liu 001 (ICASSP, 2024)

APTSniffer: Detecting APT Attack Traffic Using Retrieval-Augmented Large Language Models. - Hongbo Xu; Chengxiang Si; Zhou Zhou 007; Chenxu Wang; Peishuai Sun; Qingyun Liu 001 (ICASSP, 2025)

FlowMiner: A Powerful Model Based on Flow Correlation Mining for Encrypted Traffic Classification. - Hongbo Xu; Chengxiang Si; Shuhao Li; Zhenyu Cheng 001; Chenxu Wang; Jiang Xie 004; Peishuai Sun; Qingyun Liu 001 (INFOCOM, 2025)

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 001 (WWW, 2025)

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 004 (WWW, 2025)