Classifying User Activities in the Encrypted WeChat Traffic. - Chengshang Hou; Junzheng Shi; Cuicui Kang; Zigang Cao; Xiong Gang (IPCCC, 2018)

Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study. - Chengshang Hou; Gaopeng Gou; Gang Xiong 001; Zhen Li 011 (APNOMS, 2020)

WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. - Chengshang Hou; Gaopeng Gou; Junzheng Shi; Peipei Fu; Gang Xiong 001 (ISCC, 2020)

Online Encrypted Mobile Application Traffic Classification at the Early Stage: Challenges, Evaluation Criteria, Comparison Methods. - Junzheng Shi; Mengyan Liu; Chengshang Hou; Minghao Jiang; Gang Xiong 001 (ICCCS, 2021)

UMVD-FSL: Unseen Malware Variants Detection Using Few-Shot Learning. - Candong Rong; Gaopeng Gou; Chengshang Hou; Zhen Li 011; Gang Xiong 001; Li Guo 001 (IJCNN, 2021)

LFETT2021: A Large-scale Fine-grained Encrypted Tunnel Traffic Dataset. - Zheyuan Gu; Gaopeng Gou; Chengshang Hou; Gang Xiong 001; Zhen Li 011 (TrustCom, 2021)

Universal Website Fingerprinting Defense Based on Adversarial Examples. - Chengshang Hou; Junzheng Shi; Mingxin Cui; Mengyan Liu; Jing Yu 007 (TrustCom, 2021)

Attack versus Attack: Toward Adversarial Example Defend Website Fingerprinting Attack. - Chengshang Hou; Junzheng Shi; Mingxin Cui; Qingya Yang (TrustCom, 2021)

WSNet: A Wrapper-Based Stacking Network for Multi-scenes Classification of DApps. - Yu Wang 134; Gang Xiong 001; Zhen Li 011; Mingxin Cui; Gaopeng Gou; Chengshang Hou (APWeb/WAIM (1), 2022)

METC-MVAE: Mobile Encrypted Traffic Classification With Masked Variational Autoencoders. - Wei Cai 007; Zhen Li 011; Peipei Fu; Chengshang Hou; Gang Xiong 001; Gaopeng Gou (HPCC/DSS/SmartCity/DependSys, 2022)

Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification. - Jingyu Guo; Mingxin Cui; Chengshang Hou; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Chang Liu 049 (IFIP Networking, 2022)

TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. - Sijia Li; Gaopeng Gou; Chang Liu 049; Chengshang Hou; Zhenzhen Li; Gang Xiong 001 (WWW, 2022)

PTC: Prompt-based Continual Encrypted Traffic Classification. - Wei Cai 007; Chengshang Hou; Chang Liu 049; Gaopeng Gou; Gang Xiong 001; Zhen Li 011 (CSCWD, 2023)

FA-Net: More Accurate Encrypted Network Traffic Classification Based on Burst with Self-Attention. - Minghao Jiang; Mingxin Cui; Chengshang Hou; Wei Cai 007; Zhen Li 011; Gang Xiong 001; Gaopeng Gou (IJCNN, 2023)

Identifying Exposed ICS Remote Management Device using Multimodal Feature in the Wild. - Liuxing Su; Zhenzhen Li; Gaopeng Gou; Zhen Li; Gang Xiong; Chengshang Hou (IPCCC, 2023)

MENDER: Multi-level Feature Fusion Discovery Framework for Exposed ICS Remote Management Devices in the Wild. - Liuxing Su; Zhenzhen Li; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Chengshang Hou (TrustCom, 2023)

Smart Contract Vulnerability Detection Based on AST-Augmented Heterogeneous Graphs. - Haikuo Li; Gang Xiong; Chengshang Hou; Gaopeng Gou; Ziqian Chen; Zhen Li (IPCCC, 2024)

Incremental encrypted traffic classification via contrastive prototype networks. - Wei Cai 007; Chengshang Hou; Mingxin Cui; Bingxu Wang; Gang Xiong 001; Gaopeng Gou (Comput. Networks, 2024)

A blind flow fingerprinting and correlation method against disturbed anonymous traffic based on pattern reconstruction. - Zhong Guan; Chang Liu 049; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Yangyang Ding; Chengshang Hou (Comput. Networks, 2024)

IPv6 Prefix Target Generation through Pattern and Distribution Learning using Vision-Transformer and Guided-Diffusion. - Yaochen Ren; Gaopeng Gou; Chengshang Hou; Tianyu Cui; Zhen Li 011; Gang Xiong 001; Chang Liu 049 (INFOCOM, 2025)

POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models. - Yangguang Shao; Xinjie Lin; Haozheng Luo; Chengshang Hou; Gang Xiong 001; Jiahao Yu; Junzheng Shi (CoRR, 2025)