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Optimal Network Security Strengthening Using Attack-Defense Game Model

机译:利用攻防博弈模型优化网络安全

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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.
机译:为了评估大型企业网络的安全性和最佳增强,本文提出了一种新方法,该方法使用防火墙上的配置信息和所有网络设备上的漏洞信息来构建显示攻击和防御策略的防御图。一些模型包括防御图模型,攻防分类法和成本定量模型以及攻防博弈(ADG)模型。我们将攻击者和防御者之间的互动视为两人,非合作,零和,有限策略游戏,并为该游戏制定ADG模型。提出了基于这些模型的最优加固策略选择算法。使用成本最小化的最佳加强策略来防御攻击并预先加强网络。最后,我们进行了实证实验以验证模型实验结果的有效性,表明我们的模型和方法是有效和高效的。

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