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A Review of Intelligent Cybersecurity with Bayesian Networks
Linnéuniversitetet, Institutionen för datavetenskap och medieteknik (DM).
Linnéuniversitetet, Institutionen för datavetenskap och medieteknik (DM).ORCID iD: 0000-0002-2833-7196
2019 (English)In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), IEEE , 2019, p. 445-452Conference paper, Published paper (Refereed)
Abstract [en]

Cybersecurity threats have surged in the past decades. Experts agree that conventional security measures will soon not be enough to stop the propagation of more sophisticated and harmful cyberattacks. Recently, there has been a growing interest in mastering the complexity of cybersecurity by adopting methods borrowed from Artificial Intelligence (AI) in order to support automation. In this paper, we provide a brief survey and some hints about Bayesian Network applications to intelligent cybersecurity in order to enable quantitative threat assessment for superior risk analysis and situation awareness.

Place, publisher, year, edition, pages
IEEE , 2019. p. 445-452
Series
IEEE International Conference on Systems Man and Cybernetics Conference Proceedings, ISSN 2163-9590, E-ISSN 2380-1352
National Category
Computer Sciences
Research subject
Computer and Information Sciences Computer Science
Identifiers
URN: urn:nbn:se:mdh:diva-47837DOI: 10.1109/SMC.2019.8913864ISI: 000521353900073Scopus ID: 2-s2.0-85076766995ISBN: 978-1-7281-4569-3 (electronic)ISBN: 978-1-7281-4570-9 (print)ISBN: 978-1-7281-4568-6 (print)OAI: oai:DiVA.org:mdh-47837DiVA, id: diva2:1427307
Conference
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Bari, Italy, 6-9 Okt. 2019
Available from: 2019-12-02 Created: 2020-04-29 Last updated: 2020-10-22Bibliographically approved

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Flammini, Francesco

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