About Me
Hi, my name is Junming Liu (刘君茗). I am currently a Master's student in Zhejiang University, under the supervision of Prof. Wenhai Wang. My research interests in Large Language Models for Software Security, Software Engineering, and Program Analysis.
My research interests focuses on improving the effectiveness and quality of the entire vulnerability management lifecycle, with two key aspects:
- Advancing vulnerability management technologies, including vulnerability detection, automated fixing, patch correctness assessment, and more.
- Understanding the broader societal and community impacts of vulnerabilities.
To achieve these goals, I am interested in exploring the use of machine learning, static analysis, and other techniques to enhance vulnerability management. I also seek to assess how these tools can improve both technical efficiency and the human-centered understanding of vulnerabilities.
Email: jmliu|at|zju.edu.cn
News 🔥
Nov 2024
I will serve as an Artifact Evaluation Committee member of USENIX Security 2025.
Aug 2024
I presented our evaluation for ChatGPT's capabilities on vulnerability management at USENIX Security 2024 in Philadelphia.
Jun 2024
Our paper "Exploring ChatGPT's Capabilities on Vulnerability Management" was accepted by USENIX Security 2024.
Publications
Conference Paper (*equal contribution)
Exploring ChatGPT's Capabilities on Vulnerability Management
USENIX Security 2024
Evaluation of ChatGPT’s capabilities across the entire vulnerability management lifecycle in six tasks, investigating prompt engineering impacts and identifying performance bottlenecks.
