| 基于Markov Game模型的装备保障信息网络安全态势感知方法研究 |
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| 引用本文： | 李玺,卢昱,刘森,刘锋.基于Markov Game模型的装备保障信息网络安全态势感知方法研究[J].计算机应用研究,2017,34(11). |
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| 作者姓名： | 李玺 卢昱 刘森 刘锋 |
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| 作者单位： | 军械工程学院信息工程系,军械工程学院信息工程系,中国电子科技集团公司第54研究所,军械工程学院科研部 |
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| 基金项目： | 国家社会科学基金军事学资助项目(15GJ003-184)；国家自然科学基金资助项目(61271152)；河北省自然科学基金资助项目(F2012506008)；军械工程学院原始创新基金资助项目(YSCX0903) |
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| 摘 要： | 为了提升装备保障信息网络的安全态势感知能力，根据装备保障信息网络的特点，提出了基于Markov决策过程和博弈论思想的网络安全态势评估方法。该方法以Markov Game模型为核心，通过求解纳什均衡点确定攻守双方的博弈对网络安全造成的影响，并利用4级数据融合实现对装备保障信息网络安全态势的评估。实验证明，该方法能够综合各类基础信息，准确给出装备保障信息网络的安全态势值。
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| 关 键 词： | 装备保障信息网络 安全态势评估 Markov决策过程 博弈论 |
| 收稿时间： | 2016/8/21 0:00:00 |
| 修稿时间： | 2017/7/31 0:00:00 |
Research on equipment support information network security situation awareness method based on markov game model |
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| LiXi,Lu Yu,Liu Sen and Liu Feng.Research on equipment support information network security situation awareness method based on markov game model[J].Application Research of Computers,2017,34(11). |
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| Authors: | LiXi Lu Yu Liu Sen and Liu Feng |
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| Affiliation: | Information Engineering Department,Ordnance Engineering College,,, |
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| Abstract: | In order to improve the security situation awareness of equipment support information network, according to the characteristics of equipment support information network, this paper proposes a kind of network security situation assessment method based on Markov decision process and game theory. This method takes the Markov Game model as a core, and uses the Nash equilibrium point to determine the influence of the attack and defense game on the network security. It realizes the network security situation assessment by 4 levels data fusion. Experiments show that the method can synthesize all kinds of basic information to get the accurate value of equipment support information network security situation. |
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| Keywords: | equipment support information network security situation assessment Markov decision process Game theory |
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