{"title":"网络安全事件预测的数字孪生:多声音文献综述","authors":"Abhishek Pokhrel, Vikash Katta, Ricardo Colomo Palacios","doi":"10.1145/3387940.3392199","DOIUrl":null,"url":null,"abstract":"The advancements in the field of internet of things, artificial intelligence, machine learning, and data analytics has laid the path to the evolution of digital twin technology. The digital twin is a high-fidelity digital model of a physical system or asset that can be used e.g. to optimize operations and predict faults of the physical system. To understand different use cases of digital twin and its potential for cybersecurity incident prediction, we have performed a Systematic Literature Review (SLR). In this paper, we summarize the definition of digital twin and state-of-the-art on the development of digital twin including reported work on the usability of a digital twin for cybersecurity. Existing tools and technologies for developing digital twin is discussed.","PeriodicalId":309659,"journal":{"name":"Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review\",\"authors\":\"Abhishek Pokhrel, Vikash Katta, Ricardo Colomo Palacios\",\"doi\":\"10.1145/3387940.3392199\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The advancements in the field of internet of things, artificial intelligence, machine learning, and data analytics has laid the path to the evolution of digital twin technology. The digital twin is a high-fidelity digital model of a physical system or asset that can be used e.g. to optimize operations and predict faults of the physical system. To understand different use cases of digital twin and its potential for cybersecurity incident prediction, we have performed a Systematic Literature Review (SLR). In this paper, we summarize the definition of digital twin and state-of-the-art on the development of digital twin including reported work on the usability of a digital twin for cybersecurity. Existing tools and technologies for developing digital twin is discussed.\",\"PeriodicalId\":309659,\"journal\":{\"name\":\"Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3387940.3392199\",\"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 IEEE/ACM 42nd International Conference on Software Engineering Workshops","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3387940.3392199","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review
The advancements in the field of internet of things, artificial intelligence, machine learning, and data analytics has laid the path to the evolution of digital twin technology. The digital twin is a high-fidelity digital model of a physical system or asset that can be used e.g. to optimize operations and predict faults of the physical system. To understand different use cases of digital twin and its potential for cybersecurity incident prediction, we have performed a Systematic Literature Review (SLR). In this paper, we summarize the definition of digital twin and state-of-the-art on the development of digital twin including reported work on the usability of a digital twin for cybersecurity. Existing tools and technologies for developing digital twin is discussed.