福建电脑2024，Vol.40Issue(7)：63-67,5.DOI:10.16707/j.cnki.fjpc.2024.07.012
网络安全知识图谱构建技术研究
Research on the Construction Technology of Network Security Knowledge Graph
摘要
Abstract
The complex and ever-changing network attack activities pose serious challenges to network security work.Introducing knowledge graphs into the field of network security helps to depict and showcase security situations,support security decision-making and early warning prediction.This article applies knowledge graph technology to the public dataset of network security and conducts experimental analysis on the named entity recognition ability based on the BiLSTM-CRF model.The experimental results show that the model has good named entity recognition ability,with an accuracy rate of 87.5%.关键词
网络安全/知识图谱/实体识别Key words
Network Security/Knowledge Graph/Entity Recognition分类
信息技术与安全科学引用本文复制引用
何天兰..网络安全知识图谱构建技术研究[J].福建电脑,2024,40(7):63-67,5.基金项目
本文得到福建省中青年教师教育科研项目"网络安全知识图谱构建技术研究"(No.JAT210496)、福建省本科高校教育教学研究项目"应用型民办高校计算机类课程实践教学评价方法研究"(No.FBJY20230084)、福建省十四五规划课改项目"基于OBE的计算机科学与技术专业实践教学体系研究"(No.FJJKBK22-176)资助. （No.JAT210496）
