利用数字孪生技术实现智能电网网络安全监测

L. Coppolino, Roberto Nardone, Alfredo Petruolo, L. Romano, A. Souvent
{"title":"利用数字孪生技术实现智能电网网络安全监测","authors":"L. Coppolino, Roberto Nardone, Alfredo Petruolo, L. Romano, A. Souvent","doi":"10.1145/3600160.3605043","DOIUrl":null,"url":null,"abstract":"The adoption of Digital Twin technology has witnessed significant growth in various domains, enabling continuous monitoring and testing in diverse applications. In the context of safeguarding critical infrastructures, particularly smart grids, Digital Twin has emerged as a viable solution to meet the requirements outlined in the NIS2 directive issued by the European Commission. Additionally, the increasing trend in Europe towards establishing shared dataspaces, and fostering collaborative environments through data sharing, necessitates a heightened focus on cybersecurity risks. This study focuses on enhancing cybersecurity measures in critical infrastructure, with a specific emphasis on the energy sector and smart grids. To achieve this objective, a robust architecture is proposed for the cybersecurity monitoring of a smart power and distribution grid. The proposed approach involves the transformation of a system model, conforming to the Common Information Model standard for the power system domain, into a digital twin model powered by FIWARE, an open-source platform. The architecture incorporates a SIEM (Security Information and Event Management) solution built on open-source technologies. A comprehensive validation is conducted through a real-world case study, providing empirical evidence of the effectiveness of the proposed approach.","PeriodicalId":107145,"journal":{"name":"Proceedings of the 18th International Conference on Availability, Reliability and Security","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploiting Digital Twin technology for Cybersecurity Monitoring in Smart Grids\",\"authors\":\"L. Coppolino, Roberto Nardone, Alfredo Petruolo, L. Romano, A. Souvent\",\"doi\":\"10.1145/3600160.3605043\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The adoption of Digital Twin technology has witnessed significant growth in various domains, enabling continuous monitoring and testing in diverse applications. In the context of safeguarding critical infrastructures, particularly smart grids, Digital Twin has emerged as a viable solution to meet the requirements outlined in the NIS2 directive issued by the European Commission. Additionally, the increasing trend in Europe towards establishing shared dataspaces, and fostering collaborative environments through data sharing, necessitates a heightened focus on cybersecurity risks. This study focuses on enhancing cybersecurity measures in critical infrastructure, with a specific emphasis on the energy sector and smart grids. To achieve this objective, a robust architecture is proposed for the cybersecurity monitoring of a smart power and distribution grid. The proposed approach involves the transformation of a system model, conforming to the Common Information Model standard for the power system domain, into a digital twin model powered by FIWARE, an open-source platform. The architecture incorporates a SIEM (Security Information and Event Management) solution built on open-source technologies. A comprehensive validation is conducted through a real-world case study, providing empirical evidence of the effectiveness of the proposed approach.\",\"PeriodicalId\":107145,\"journal\":{\"name\":\"Proceedings of the 18th International Conference on Availability, Reliability and Security\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-08-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 18th International Conference on Availability, Reliability and Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3600160.3605043\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 18th International Conference on Availability, Reliability and Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3600160.3605043","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

数字孪生技术的采用见证了各个领域的显着增长,使各种应用中的连续监测和测试成为可能。在保护关键基础设施,特别是智能电网的背景下,Digital Twin已成为满足欧盟委员会发布的NIS2指令中概述的要求的可行解决方案。此外,欧洲建立共享数据空间和通过数据共享促进协作环境的趋势日益增加,需要高度关注网络安全风险。本研究侧重于加强关键基础设施的网络安全措施,特别强调能源部门和智能电网。为了实现这一目标,提出了一种智能配电网网络安全监控的鲁棒架构。所提出的方法包括将符合电力系统领域通用信息模型标准的系统模型转换为由开源平台FIWARE提供支持的数字孪生模型。该体系结构集成了基于开源技术的SIEM(安全信息和事件管理)解决方案。通过现实世界的案例研究进行了全面的验证,为所提出的方法的有效性提供了经验证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Exploiting Digital Twin technology for Cybersecurity Monitoring in Smart Grids
The adoption of Digital Twin technology has witnessed significant growth in various domains, enabling continuous monitoring and testing in diverse applications. In the context of safeguarding critical infrastructures, particularly smart grids, Digital Twin has emerged as a viable solution to meet the requirements outlined in the NIS2 directive issued by the European Commission. Additionally, the increasing trend in Europe towards establishing shared dataspaces, and fostering collaborative environments through data sharing, necessitates a heightened focus on cybersecurity risks. This study focuses on enhancing cybersecurity measures in critical infrastructure, with a specific emphasis on the energy sector and smart grids. To achieve this objective, a robust architecture is proposed for the cybersecurity monitoring of a smart power and distribution grid. The proposed approach involves the transformation of a system model, conforming to the Common Information Model standard for the power system domain, into a digital twin model powered by FIWARE, an open-source platform. The architecture incorporates a SIEM (Security Information and Event Management) solution built on open-source technologies. A comprehensive validation is conducted through a real-world case study, providing empirical evidence of the effectiveness of the proposed approach.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Confidential Quantum Computing Enabling Qualified Anonymity for Enhanced User Privacy in the Digital Era Fingerprint forgery training: Easy to learn, hard to perform Experiences with Secure Pipelines in Highly Regulated Environments Leveraging Knowledge Graphs For Classifying Incident Situations in ICT Systems
×
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