| 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 | INFOCOM | 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, Gang Xiong, Chang Liu |
| 2024 | IPCCC | Smart Contract Vulnerability Detection Based on AST-Augmented Heterogeneous Graphs. | Haikuo Li, Gang Xiong, Chengshang Hou, Gaopeng Gou, Ziqian Chen, Zhen Li |
| 2023 | CSCWD | PTC: Prompt-based Continual Encrypted Traffic Classification. | Wei Cai, Chengshang Hou, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li |
| 2023 | IJCNN | FA-Net: More Accurate Encrypted Network Traffic Classification Based on Burst with Self-Attention. | Minghao Jiang, Mingxin Cui, Chengshang Hou, Wei Cai, Zhen Li, Gang Xiong, Gaopeng Gou |
| 2023 | IPCCC | Identifying Exposed ICS Remote Management Device using Multimodal Feature in the Wild. | Liuxing Su, Zhenzhen Li, Gaopeng Gou, Zhen Li, Gang Xiong, Chengshang Hou |
| 2023 | TrustCom | MENDER: Multi-level Feature Fusion Discovery Framework for Exposed ICS Remote Management Devices in the Wild. | Liuxing Su, Zhenzhen Li, Gaopeng Gou, Zhen Li, Gang Xiong, Chengshang Hou |
| 2022 | APWEB | WSNet: A Wrapper-Based Stacking Network for Multi-scenes Classification of DApps. | Yu Wang, Gang Xiong, Zhen Li, Mingxin Cui, Gaopeng Gou, Chengshang Hou |
| 2022 | HPCC | METC-MVAE: Mobile Encrypted Traffic Classification With Masked Variational Autoencoders. | Wei Cai, Zhen Li, Peipei Fu, Chengshang Hou, Gang Xiong, Gaopeng Gou |
| 2022 | Networking | Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification. | Jingyu Guo, Mingxin Cui, Chengshang Hou, Gaopeng Gou, Zhen Li, Gang Xiong, Chang Liu |
| 2022 | WWW | TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. | Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong |
| 2021 | IJCNN | UMVD-FSL: Unseen Malware Variants Detection Using Few-Shot Learning. | Candong Rong, Gaopeng Gou, Chengshang Hou, Zhen Li, Gang Xiong, Li Guo |
| 2021 | TrustCom | LFETT2021: A Large-scale Fine-grained Encrypted Tunnel Traffic Dataset. | Zheyuan Gu, Gaopeng Gou, Chengshang Hou, Gang Xiong, Zhen Li |
| 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 | APNOMS | Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study. | Chengshang Hou, Gaopeng Gou, Gang Xiong, Zhen Li |
| 2020 | ISCC | WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. | Chengshang Hou, Gaopeng Gou, Junzheng Shi, Peipei Fu, Gang Xiong |
| 2018 | IPCCC | Classifying User Activities in the Encrypted WeChat Traffic. | Chengshang Hou, Junzheng Shi, Cuicui Kang, Zigang Cao, Xiong Gang |