Optimal Network Security Strengthening Using Attack-Defense Game Model

Wei Jiang, Binxing Fang, Hongli Zhang, Zhihong Tian, Xin-fang Song
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引用次数: 24

Abstract

For assessing the security and optimal strengthening of large enterprise networks, this paper proposes a new approach uses configuration information on firewalls and vulnerability information on all network devices to build defense graphs that show the attack and defense strategy. Some models including a defense graph model, attack-defense taxonomy and cost quantitative model, and Attack-Defense Game (ADG) model. We regard the interactions between an attacker and the defender as a two-player, non-cooperative, zero-sum, finite strategic game and formulate the ADG model for the game. An algorithm for optimal strengthening strategy selection based on those models is proposed. Optimal strengthening strategies with minimizing costs are used to defend the attack and strengthening the network in advance. And finally, we perform empirical experiments to verify the effectiveness of the model experiment results indicate that our models and methods are effective and efficient.
基于攻防博弈模型的最优网络安全强化
为了评估大型企业网络的安全性和最优强化,本文提出了一种利用防火墙配置信息和所有网络设备上的漏洞信息来构建防御图的新方法,以显示攻击和防御策略。模型包括防御图模型、攻击-防御分类与成本定量模型和攻防博弈模型。我们将攻击者和防御者之间的互动视为一个二人、非合作、零和、有限的战略博弈,并建立了该博弈的ADG模型。提出了一种基于这些模型的最优强化策略选择算法。采用代价最小的最优强化策略,提前防御攻击和强化网络。最后,我们进行了实证实验来验证模型的有效性,实验结果表明我们的模型和方法是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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