Practically implementing an LLM-supported collaborative vulnerability remediation process: A team-based approach

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Xiaoqing Wang, Yuanjing Tian, Keman Huang, Bin Liang

Published: 2025, Last Modified: 12 Nov 2025Comput. Secur. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Collect first-hand, real-world pieces of evidence of adopting LLMs in practices through a three-step mix-method study.•Incorporate LLMs into the vulnerability remediation process effectively.•Uncover insufficient user satisfaction within existing vulnerability remediation process.•Design and implement an effective LLM-supported collaborative vulnerability remediation process.•Reveal LLM’s double-edge role, especially in promoting user engagement and its side effect in practices.