3 papers
cs.SE2025
A Systematic Study on Generating Web Vulnerability Proof-of-Concepts Using Large Language Models
Mengyao Zhao, Kaixuan Li, Lyuye Zhang +4
Recent advances in Large Language Models (LLMs) have brought remarkable progress in code understanding and reasoning, creating new opportunities and raising new concerns for softwa…
cs.CR2025
Aligning Core Aspects: Improving Vulnerability Proof-of-Concepts via Cross-Source Insights
Lingxiao Wang, Wenjing Dang, Mengyao Zhang +3
For vulnerabilities, Proof-of-Concept (PoC) plays an irreplaceable role in demonstrating the exploitability. PoC reports may include critical information such as specific usage, te…
cs.AR2024
ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model
Ning Xu, Zhaoyang Zhang, Lei Qi +17
The field of integrated circuit (IC) design is highly specialized, presenting significant barriers to entry and research and development challenges. Although large language models…