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Bayesian Stackelberg game approach for cyber mission impact assessment

Authors :
Donghwan Lee
Donghwa Kim
Myung Kil Ahn
Seongkee Lee
Source :
ICT Express, Vol 10, Iss 2, Pp 299-305 (2024)
Publication Year :
2024
Publisher :
Elsevier, 2024.

Abstract

Cyber threats increasingly target mission-critical systems in the military and private sectors. CMIA has emerged to mitigate such cyber threats and assure the resilience of critical missions. Existing approaches merely provide partial, manual analysis methods to support CMIA and lack the ability to provide optimal defense measures. In this paper, we propose a novel CMIA framework enabling a streamlined, automated CMIA procedure, based on the Bayesian Stackelburg game. Unlike conventional approaches, our framework provides the most probable cyber threat and the optimal defense, i.e., countermeasures against the cyber threat in a given mission environment, securing the resilience of mission-critical systems.

Details

Language :
English
ISSN :
24059595
Volume :
10
Issue :
2
Database :
Directory of Open Access Journals
Journal :
ICT Express
Publication Type :
Academic Journal
Accession number :
edsdoj.8832ef02a2b44f6abcaacbcbb8bca5a0
Document Type :
article
Full Text :
https://doi.org/10.1016/j.icte.2023.11.003