网络任务影响评估的贝叶斯-斯塔克尔伯格博弈方法

IF 4.1 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Donghwan Lee, Donghwa Kim, Myung Kil Ahn, Seongkee Lee
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引用次数: 0

摘要

网络威胁越来越多地针对军事和私营部门的关键任务系统。为了减轻此类网络威胁并确保关键任务的恢复能力,CMIA 应运而生。现有的方法仅提供部分人工分析方法来支持 CMIA,缺乏提供最佳防御措施的能力。在本文中,我们提出了一个新颖的 CMIA 框架,该框架基于贝叶斯斯塔克堡博弈,可实现简化的自动 CMIA 程序。与传统方法不同,我们的框架提供了最有可能的网络威胁和最佳防御措施,即在给定任务环境中针对网络威胁的应对措施,从而确保关键任务系统的恢复能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bayesian Stackelberg game approach for cyber mission impact assessment

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.

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来源期刊
ICT Express
ICT Express Multiple-
CiteScore
10.20
自引率
1.90%
发文量
167
审稿时长
35 weeks
期刊介绍: The ICT Express journal published by the Korean Institute of Communications and Information Sciences (KICS) is an international, peer-reviewed research publication covering all aspects of information and communication technology. The journal aims to publish research that helps advance the theoretical and practical understanding of ICT convergence, platform technologies, communication networks, and device technologies. The technology advancement in information and communication technology (ICT) sector enables portable devices to be always connected while supporting high data rate, resulting in the recent popularity of smartphones that have a considerable impact in economic and social development.
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