| 2026 | ACL | SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents. | Zonghao Ying, Yangguang Shao, Jianle Gan, Gan Xu, Wenxin Zhang, Quanchen Zou, Junzheng Shi, Zhenfei Yin, Mingchuan Zhang, Aishan Liu, Xianglong Liu |
| 2026 | INFOCOM | ATOPOS: Dynamic Path Exploration with Adaptive Probe Construction for Extensive and Efficient Network Topology Discovery. | Yaochen Ren, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li, Tianyu Cui, Junzheng Shi |
| 2026 | IWQoS | Odysseus: A Context-Level Pre-training Framework for Out-of-Distribution Encrypted Traffic Classification. | Wenqi Dong, Xinjie Lin, Longtao He, Gaopeng Gou, Zhen Li, Junzheng Shi, Jianshuo Liu, Gang Xiong |
| 2026 | IWQoS | CDWF: Few-Shot Learning for Cross-Domain Multi-Tab Website Fingerprinting. | Xinlei Ju, Zhen Li, Yang Li, Lihua Yin, Zhong Guan, Gaopeng Gou, Mi Zhou, Junzheng Shi, Gang Xiong |
| 2025 | ACSAC | Splash: Adversarial Defense with Short Perturbation Blocks Against Adversarial Training Aided Website Fingerprinting. | Runsheng Ma, Chengshang Hou, Gaopeng Gou, Junzheng Shi, Zhen Li, Gang Xiong |
| 2025 | IPCCC | PBC-MWF: Robust Multi-Tab Website Fingerprinting via Interval-Aggregated Packet-Burst Counts. | Yuhao Wei, Zhen Li, Gang Xiong, Gaopeng Gou, Junzheng Shi, Yingchao Qin |
| 2025 | TrustCom | SSRCorr: A Self-Supervised Robust Flow Representation Learning Framework for Flow Correlation Attacks on Tor. | Chen Chen, Mengyan Liu, Zhong Guan, Yaochen Ren, Yanbo Wu, Yangyang Guan, Zhen Li, Gaopeng Gou, Junzheng Shi |
| 2024 | CSCWD | WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features. | Mengyan Liu, Gaopeng Gou, Gang Xiong, Junzheng Shi, Chang Liu, Chen Chen |
| 2023 | CSCWD | Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic. | Qingya Yang, Peipei Fu, Junzheng Shi, Bingxu Wang, Zhen Li, Gang Xiong |
| 2023 | IPCCC | Bitcoin Mixing Service Detection Based on Spatio-Temporal Information Representation of Transaction Graph. | Hanzhi Yang, Zhenzhen Li, Gaopeng Gou, Junzheng Shi, Gang Xiong, Zhen Li |
| 2022 | WWW | ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification. | Xinjie Lin, Gang Xiong, Gaopeng Gou, Zhen Li, Junzheng Shi, Jing Yu |
| 2022 | TrustCom | MCFM: Discover Sensitive Behavior from Encrypted Traffic in Industrial Control System. | Zhishen Zhu, Junzheng Shi, Chonghua Wang, Gang Xiong, Zhiqiang Hao, Gaopeng Gou |
| 2021 | IJCNN | Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification. | Yu Guo, Gaopeng Gou, Gang Xiong, Minghao Jiang, Junzheng Shi, Wei Xia |
| 2021 | IJCNN | TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification. | Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou |
| 2021 | Networking | Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling. | Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou |
| 2021 | TrustCom | Universal Website Fingerprinting Defense Based on Adversarial Examples. | Chengshang Hou, Junzheng Shi, Mingxin Cui, Mengyan Liu, Jing Yu |
| 2021 | TrustCom | Attack versus Attack: Toward Adversarial Example Defend Website Fingerprinting Attack. | Chengshang Hou, Junzheng Shi, Mingxin Cui, Qingya Yang |
| 2020 | GLOBECOM | PST: a More Practical Adversarial Learning-based Defense Against Website Fingerprinting. | Minghao Jiang, Yong Wang, Gaopeng Gou, Wei Cai, Gang Xiong, Junzheng Shi |
| 2020 | ISCC | Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery. | Yutong Chen, Zhen Li, Junzheng Shi, Gaopeng Gou, Chang Liu, Gang Xiong |
| 2020 | ISCC | WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. | Chengshang Hou, Gaopeng Gou, Junzheng Shi, Peipei Fu, Gang Xiong |
| 2019 | HPCC | Machine Learning Based CloudBot Detection Using Multi-Layer Traffic Statistics. | Yu Guo, Junzheng Shi, Zigang Cao, Cuicui Kang, Gang Xiong, Zhen Li |
| 2019 | IPCCC | A Comprehensive Study of Accelerating IPv6 Deployment. | Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong |
| 2019 | IPCCC | Identify OS from encrypted traffic with TCP/IP stack fingerprinting. | Xinlei Fan, Gaopeng Gou, Cuicui Kang, Junzheng Shi, Gang Xiong |
| 2019 | IPCCC | I Know What You Are Doing With Remote Desktop. | Minghao Jiang, Gaopeng Gou, Junzheng Shi, Gang Xiong |
| 2018 | ICCS | Old Habits Die Hard: Fingerprinting Websites on the Cloud. | Xudong Zeng, Cuicui Kang, Junzheng Shi, Zhen Li, Gang Xiong |
| 2018 | IPCCC | Classifying User Activities in the Encrypted WeChat Traffic. | Chengshang Hou, Junzheng Shi, Cuicui Kang, Zigang Cao, Xiong Gang |
| 2017 | CCS | POSTER: A Comprehensive Study of Forged Certificates in the Wild. | Mingxin Cui, Zigang Cao, Gang Xiong, Junzheng Shi |
| 2017 | ICCS | Video face recognition through multi-scale and optimization of margin distributions. | Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan, Junzheng Shi |
| 2017 | IPCCC | Auto-identification of background traffic based on autonomous periodic interaction. | Chang Liu, Lingwu Zeng, Junzheng Shi, Fei Xu, Gang Xiong, Siu-Ming Yiu |