TAGraph: Knowledge Graph of Threat Actor

Eric Khoo Jiun Hooi, A. Zainal, M. A. Maarof, Mohamad Nizam Kassim
{"title":"TAGraph: Knowledge Graph of Threat Actor","authors":"Eric Khoo Jiun Hooi, A. Zainal, M. A. Maarof, Mohamad Nizam Kassim","doi":"10.1109/ICoCSec47621.2019.8970979","DOIUrl":null,"url":null,"abstract":"Understanding of cybersecurity threat landscape especially information about threat actor is a challenging task as these information are usually hidden and scattered. The online news had became one of the popular and important source of information for cybersecurity personnels to understand about the activities conducted by these threat actors. In this paper, we propose a framework to create knowledge graph of threat actor by building ontology of threat actor and named entity recognition system to extract cybersecurity-related entities. The resulting ontology and model can be used to automatically extract cybesecurity-related entities from an article and create knowledge graph of threatactor.","PeriodicalId":272402,"journal":{"name":"2019 International Conference on Cybersecurity (ICoCSec)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Cybersecurity (ICoCSec)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICoCSec47621.2019.8970979","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

Abstract

Understanding of cybersecurity threat landscape especially information about threat actor is a challenging task as these information are usually hidden and scattered. The online news had became one of the popular and important source of information for cybersecurity personnels to understand about the activities conducted by these threat actors. In this paper, we propose a framework to create knowledge graph of threat actor by building ontology of threat actor and named entity recognition system to extract cybersecurity-related entities. The resulting ontology and model can be used to automatically extract cybesecurity-related entities from an article and create knowledge graph of threatactor.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
图表:威胁行为者的知识图谱
了解网络安全威胁形势,特别是有关威胁行为者的信息是一项具有挑战性的任务,因为这些信息通常是隐藏和分散的。网络新闻已成为网络安全人员了解这些威胁行为者所进行活动的流行和重要信息来源之一。本文通过构建威胁行为者本体和命名实体识别系统提取网络安全相关实体,提出了一种构建威胁行为者知识图谱的框架。生成的本体和模型可用于从文章中自动提取网络安全相关实体,并创建威胁者的知识图谱。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Instrumenting API Hooking for a Realtime Dynamic Analysis Mobile Malware Classification for Social Media Application TAGraph: Knowledge Graph of Threat Actor Feature Extraction and Selection Method of Cyber-Attack and Threat Profiling in Cybersecurity Audit ICoCSec 2019 Author Index
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1