Welcome to WHU-ES Lab

Evolving Systems Lab @ Wuhan University

我们致力于探索大模型时代的系统安全与软件开发前沿,聚焦于底层系统漏洞挖掘(System & IoT Security)智能代码生成(Coding Agents)以及智能体与具身智能安全(Agent & Embodied AI Security)。我们将大模型能力与领域知识深度融合,面向代码生成与智能体执行中的安全与可靠性问题,构建下一代智能系统的可信基础。

Research Areas

System & IoT Security

针对 IoT 固件与底层系统,研发基于 LLM 与 CodeQL 结合的白盒漏洞检测框架,解决传统二进制分析的高误报难题。

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Coding Agents

探索利用 Coding Agent 开发真实产品,研发 FastWrite 等智能学术论文写作工具,提升大模型在复杂软件工程场景下的自动化编程与重构能力。

Agent & Embodied AI Security

研究自主智能体 (Autonomous Agents) 在交互过程中的安全边界、越权风险以及防御机制,构建 Trustworthy Agents。

Recent Publications

TIFS 2025

IoT SecurityBLMProbe: Enhancing Internet-connected Device Discovery by Automated Device Labeling and Label Migration

Authors: Zhenhao Tian, Yi He, Nuo Zhang, Qixiao Lin, Hetian Shi, Jianwei Zhuge, Jian Mao, Deliang Chang

IEEE Transactions on Information Forensics and Security, 2025

USENIX 2024

IoT SecurityDemystifying the Security Implications in IoT Device Rental Services

Authors: Yi He, Yunchao Guan, Ruoyu Lun, Shangru Song, Zhihao Guo, Jianwei Zhuge, Jianjun Chen, Qiang Wei, Zehui Wu, Miao Yu, Shi Hetian, Qi Li

Proceedings of USENIX Security Symposium, 2024

USENIX 2024

IoT SecurityYour Firmware Has Arrived: A Study of Firmware Update Vulnerabilities

Authors: Yuhao Wu, Jinwen Wang, Yujie Wang, Shixuan Zhai, Zihan Li, Yi He, Kun Sun, Qi Li, Ning Zhang

Proceedings of USENIX Security Symposium, 2024

CCS 2024

IoT SecurityBlueSWAT: A Lightweight State-Aware Security Framework for Bluetooth Low Energy

Authors: Xijia Che, Yi He, Xuewei Feng, Kun Sun, Ke Xu, Qi Li

ACM SIGSAC Conference on Computer and Communications Security (CCS), 2024

NDSS 2024

IoT SecurityFrom Hardware Fingerprint to Access Token: Enhancing the Authentication on IoT Devices

Authors: Yue Xiao, Yi He, Xiaoli Zhang, Qian Wang, Renjie Xie, Kun Sun, Ke Xu, Qi Li

Network and Distributed System Security (NDSS) Symposium, 2024

Our Team

Faculty

Yi He

Assistant Professor

PhD Students

Master Students

Ziyang Xie

M.Sc. 2025-2028

Qinfeng Zheng

M.Sc. 2025-2028

Kaiqi Xu

M.Eng. 2025-2027

Yiben Ying

M.Eng. 2025-2027

Contact Us

heyi-es@whu.edu.cn
Institute for Math & AI, Wuhan University, Hubei, China