Research on efficient threat intelligence extraction and attack inference method based on large language models

PENG Guojun; LI Jiachen; YANG Xiuzhang; LYU Jinzhao

doi:10.11959/j.issn.1000-436x.2025207

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Research on efficient threat intelligence extraction and attack inference method based on large language models

Papers | 更新时间：2025-12-25

- Research on efficient threat intelligence extraction and attack inference method based on large language models
- Journal on Communications Vol. 46, Issue 11, Pages: 60-72(2025)
- 作者机构：
  
  1.空天信息安全与可信计算教育部重点实验室，武汉大学国家网络安全学院，湖北武汉 430072
  2.贵州大学公共大数据国家重点实验室，贵州贵阳 550025
  3.贵州大学贵州省大数据产业发展应用研究院，贵州贵阳 550025
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(62172308;62562012);The Major Scientific and Technological Special Project of Guizhou Province(黔科合重大专项字[2024]014);Guizhou Provincial Basic Research Program (Natural Science)(黔科合基础MS〔2025〕686);Guizhou Provincial Key Technology Research and Development Program(黔科合支撑PA[2025]004);The Research Project for Recruited Talents at Guizhou University(贵大人基合[2024]15号)
- DOI：10.11959/j.issn.1000-436x.2025207
  CLC： TP309
- Received：12 September 2025，
  
  Revised：2025-11-21，
  
  Accepted：21 November 2025，
  
  Published：25 November 2025
- 稿件说明：
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彭国军,李家琛,杨秀璋等.基于大语言模型的威胁情报高效抽取与攻击推理方法研究[J].通信学报,2025,46(11):60-72.

PENG Guojun,LI Jiachen,YANG Xiuzhang,et al.Research on efficient threat intelligence extraction and attack inference method based on large language models[J].Journal on Communications,2025,46(11):60-72.
彭国军,李家琛,杨秀璋等.基于大语言模型的威胁情报高效抽取与攻击推理方法研究[J].通信学报,2025,46(11):60-72. DOI： 10.11959/j.issn.1000-436x.2025207.

PENG Guojun,LI Jiachen,YANG Xiuzhang,et al.Research on efficient threat intelligence extraction and attack inference method based on large language models[J].Journal on Communications,2025,46(11):60-72. DOI： 10.11959/j.issn.1000-436x.2025207.

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Research on efficient threat intelligence extraction and attack inference method based on large language models

DOI：10.11959/j.issn.1000-436x.2025207