publications

publications by categories in reversed chronological order.

2024

  1. LibvDiff: Library Version Difference Guided OSS Version Identification in Binaries.
    Chaopeng Dong, Siyuan Li, Shouguo Yang, Yongpan Wang, Hong Li, Zhi Li, Limin Sun.
    ICSE 2024

2023

  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
    Yang Shouguo, Dong Chaopeng, Xiao Yang, Cheng Yiran, Shi Zhiqiang, Li Zhi and Sun Limin
    ToSEM 2023
    https://arxiv.org/abs/2301.00511

2022

  1. ProsegDL: Binary Protocol Format Extraction by Deep Learning-based Field Boundary Identification.
    Sen Zhao, Jinfa Wang, Shouguo Yang, Yicheng Zeng, Zhihui Zhao, Hongsong Zhu, Limin Sun.
    ICNP 2022
  2. Towards Understanding Third-party Library Dependency in C/C++ Ecosystem.
    Wei Tang, Zhengzi Xu, Chengwei Liu, Jiahui Wu, Shouguo Yang , Yi Li, Ping Luo and Yang Liu.
    ASE 2022
  3. Internet-Scale Fingerprinting the Reusing and Rebranding IoT Devices in the Cyberspace.
    Zhaoteng Yan, Zhi Li, Hong Li, Shouguo Yang, Hongsong Zhu, Limin Sun
    TDSC 2022
  4. VERI: A Large-scale Open-Source Components Vulnerability Detection in IoT Firmware.
    Yiran Cheng, Shouguo Yang , Zhe Lang, Zhiqiang Shi, Limin Sun
    Computer & Security 2022

2021

  1. Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection
    Yang, Shouguo, Cheng, Long, Zeng, Yicheng, Lang, Zhe, Zhu, Hongsong, and Shi, Zhiqiang
    In 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) 2021
  2. PMatch: Semantic-based Patch Detection for Binary Programs.
    Zhe Lang, Shouguo Yang , Yiran Cheng, Xiaoling Zhang, Zhiqiang Shi, Limin Sun
    IPCCC 2021
  3. Transformer-XL With Graph Neural Network for Source Code Summarization.
    Xiaoling Zhang, Shouguo Yang , Luqian Duan, Zhe Lang, Zhiqiang Shi, Limin Sun.
    SMC 2021

2019

  1. 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) 2019
  2. SVM-based Instruction Set Identification for Grid Device Firmware
    Ma, Yuan, Han, Lifang, Ying, Huan, Yang, Shouguo, Zhao, Weiwei, and Shi, Zhiqiang
    In 2019 IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) 2019