Xiang Ling

👨‍💻Associate Professor, 🏫ISCAS, 📧lingxiang@iscas.ac.cn; lingxiang@zju.edu.cn

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Xiang Ling is currently an associate professor with the Institute of Software, Chinese Academy of Sciences (ISCAS) Beijing. His primary research interests are software security, data-driven security, AI security, and network/web security. He obtained his Ph.D degree in Computer Science from Zhejiang University and his Ph.D advisor is Prof. Shouling Ji and Prof. Chunming Wu. During his Ph.D period, he also worked with Dr. Lingfei Wu and Dr. Tengfei Ma from IBM T. J. Watson Research Center, Prof. Ting Wang from PSU, and Prof. Bo Li from UIUC.

Highlights

🔔🔔🔔 I am looking for self-motivated intern, graduate, under-graduate students and collaborators to work and collaborate with me. If interested, please do not hesitate to drop me a message by email: lingxiang@iscas.ac.cn.

❗❗❗团队长期招聘代码分析、系统安全、深度学习、模糊测试等方向科研实习生,不限本科生、研究生,可以远程实习,详见实习僧招聘网站,感兴趣的联系lingxiang@iscas.ac.cn.

News

Oct 31, 2024 🎉🎉🎉 Our paper “The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep Learning Libraries” was accepted by ICSE 2025, congrats to Zhiyuan Li!
Oct 15, 2024 🎉🎉🎉 Our paper “软件供应链SBOM关键技术研究” was accepted by 软件学报, congrats to Zeyu!
Aug 15, 2024 🎉🎉🎉 I am honored to serve as the Youth Editorial Board Member of 网络空间安全科学学报!

Selected Publications [Full Publications]

  1. USEC
    A Wolf in Sheep’s Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild
    Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, and Yanjun Wu
    In USENIX Security Symposium 2024 Aug 2024
  2. COSE
    Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art
    Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Yaguan Qian, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, and Yanjun Wu
    Computer & Security May 2023
  3. Black Hat
    AutoSpear: Towards Automatically Bypassing and Inspecting Web Application Firewalls
    Zhenqing Qu,  Xiang Ling, and Chunming Wu
    In Black Hat Asia May 2022
  4. INFOCOM
    MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection
    Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, and Shouling Ji
    In IEEE Conference on Computer Communications (INFOCOM) May 2022
  5. S&P
    DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
    Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li, and Ting Wang
    In IEEE Symposium on Security and Privacy (IEEE S&P, Oakland) May 2019