Shouguo Yang

Institute of Information Engineering.   yangshouguo@iie.ac.cn.

Haidian district, Beijing, China

I am a Ph.D. student from Beijing Key Laboratory of Internet of Things Security, Institute of Information Engineering (IIE), Chinese Academy of Sciences (CAS) under the supervision of Prof. Zhiqiang Shi, since September 2017.

My current research interests focus on binary code similarity detection (i.e. function matching), patch detection, and vulnerability detection based on static analysis. I am also interested in symbolic execution for program analysis.

From August 2021 to August 2022, I finished my one-year research assistant in Cyber Security Lab at NTU.

I received my Bachelor Degree in College of Computer Science and Engineering, Shandong University of Science and Technology in June, 2017.

Please click the link to check all my publications.

Selected Publications

  1. Towards Practical Binary Code Similarity Detection: Vulnerability Verification via Patch Semantic Analysis.
    Shouguo Yang, Zhengzi Xu, Xiao Yang, Lang Zhe, Tang Wei, Liu Yang, Shi Zhiqiang, Li Hong and Sun Limin
    ToSEM 2023
  2. Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge
    Shouguo Yang, Chaopeng Dong, Yang Xiao, Yiran Cheng, Zhiqiang Shi, Zhi Li and Limin Sun
    ToSEM 2023
    https://arxiv.org/abs/2301.00511
  3. Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection
    Shouguo Yang, Long Cheng, Yicheng Zeng, Zhe Lang, Hongsong Zhu, and Zhiqiang Shi
    In 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) 2021
    https://arxiv.org/abs/2108.06082
  4. Understand Code Style: Efficient CNN-Based Compiler Optimization Recognition System
    Yang Shouguo, Shi Zhiqiang, Zhang Guodong, Li Mingxuan, Ma Yuan, and Sun Limin
    In ICC 2019 - 2019 IEEE International Conference on Communications (ICC)