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基于大模型技术的商烟物流工控安全优化研究

廖东阳 周建钧 周翔明

网络安全与数据治理2026,Vol.45Issue(5):18-23,6.
网络安全与数据治理2026,Vol.45Issue(5):18-23,6.DOI:10.19358/j.issn.2097-1788.2026.05.003

基于大模型技术的商烟物流工控安全优化研究

Research on industrial control security optimization of commercial tobacco logistics based on large model technology

廖东阳 1周建钧 1周翔明1

作者信息

  • 1. 湖南省烟草公司永州市公司,湖南 永州 425000
  • 折叠

摘要

Abstract

Aiming at the problems of high false alarm rate,rigid strategy,insufficient operation and maintenance,and lack of closed-loop in the traditional industrial control security protection system of the commercial tobacco logistics center,this article takes the industrial control system of the center as the research object,integrates large language model technology to construct a five layer closed-loop protection system of"perception-analysis-decision-response-optimization",integrates core technologies such as multi-source data fusion analysis and intelligent strategy dynamic configuration,and designs four functional modules.The research results show that after optimization,the false alarm rate of the system has been reduced to 4.8%,the accuracy of anomaly recognition has reached 96.2%,the response time to security incidents has been shortened by 75%,the duration of business interruption and the workload of operation and maintenance have been significantly reduced,which can effectively resist various common industrial control security attacks.The system is adapted to the characteristics of commercial tobacco logistics business,has repli-cability and scalability,and provides a practical template for upgrading the industrial control security protection in the tobacco industry.

关键词

大模型/商烟物流中心/工控安全/闭环防护体系/多源数据融合/智能策略配置

Key words

large language model/commercial tobacco logistics center/industrial control security/closed-loop protection system/multi-source data fusion/intelligent strategy configuration

分类

信息技术与安全科学

引用本文复制引用

廖东阳,周建钧,周翔明..基于大模型技术的商烟物流工控安全优化研究[J].网络安全与数据治理,2026,45(5):18-23,6.

网络安全与数据治理

2097-1788

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