网络安全与数据治理2026，Vol.45Issue(6)：47-56,10.DOI:10.19358/j.issn.2097-1788.2026.06.007
基于业务场景的大模型安全风险评估体系研究
Research on large model security risk assessment system based on business scenarios
魏光辉 1陈宇杰 1孔德智 1刘茂珍 2庞晓健 3甘清鎔1
作者信息
- 1. 中国电子产品可靠性与环境试验研究所,广东 广州 511370||智能制造装备通用质量技术及应用工业和信息化部重点实验室,广东 广州 511370
- 2. 广东电力人工智能试验研究院有限公司,广东 广州 510700
- 3. 南方电网财务有限公司,广东 广州 510623
- 折叠
摘要
Abstract
This paper proposes a business scenario-based security risk assessment model for large models.It constructs a three-dimensional security system encompassing security capabilities,large model modalities,and the roles and interactions of large models in business scenari-os.Risk assessment modeling is conducted around large model businesses and their assets,and a complete set of methods for risk identifica-tion,risk analysis and quantitative evaluation is presented.The comprehensiveness,accuracy and feasibility of the proposed risk assessment model are verified through the practice of large models in the power industry scenario.This model supports the dynamic design of security sys-tems and differentiated risk assessment based on factors such as business requirements,technical specifications,and industry and regional regulations,providing scientific methodological guidance and practical references for accurate risk identification and effective prevention.关键词
业务场景/大模型安全/风险评估/风险识别/风险分析/风险评价Key words
business scenario/large model security/risk assessment/risk identification/risk analysis/risk evaluation分类
信息技术与安全科学引用本文复制引用
魏光辉,陈宇杰,孔德智,刘茂珍,庞晓健,甘清鎔..基于业务场景的大模型安全风险评估体系研究[J].网络安全与数据治理,2026,45(6):47-56,10.
