3 papers
cs.SE2025
Real-World Usability of Vulnerability Proof-of-Concepts: A Comprehensive Study
Wenjing Dang, Kaixuan Li, Sen Chen +3
The Proof-of-Concept (PoC) for a vulnerability is crucial in validating its existence, mitigating false positives, and illustrating the severity of the security threat it poses. Ho…
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…