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Network Security Situation Assessment Approach Based on Attack-Defense Stochastic Game Model

机译:基于攻防随机博弈模型的网络安全态势评估方法

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To analyze the influence of threat propagation on network system and accurately evaluate system security, this paper proposes an approach to improve the awareness of network security, based on Attack-Defense Stochastic Game Model (ADSGM). The variety of network security elements collected by multi-sensors are fused into a standard dataset such as assets, threats and vulnerabilities. For every threat, it builds a threat propagation network and propagation rule. By using the game theory to analyze the network offensive and defensive process, it establishes the ADSGM. The ADSGM can dynamically evaluate network security situation and provide the best reinforcement schema. Experimental results on a specific network indicate that the approach is more precise and more suitable for a real network environment. The reinforcement schema can effectively prevent the propagation of threats and reduce security risks.
机译:为了分析威胁传播对网络系统的影响并准确评估系统安全性,本文提出了一种基于攻击防御随机博弈模型(ADSGM)的方法来提高网络安全意识。多传感器收集的各种网络安全元素被融合到标准数据集中,例如资产,威胁和漏洞。对于每种威胁,它都会建立一个威胁传播网络和传播规则。利用博弈论分析网络攻防过程,建立了ADSGM。 ADSGM可以动态评估网络安全状况并提供最佳的加固方案。在特定网络上的实验结果表明,该方法更加精确,更适合于实际的网络环境。加固方案可以有效地防止威胁传播并降低安全风险。

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