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Network Security Risk Analysis Based on Graph Theoretical Methods

机译:基于图论方法的网络安全风险分析

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摘要

Nowadays, network security becomes an important topic. The concept and framework of general risk Management also has been applied to network security risk. In this paper, the basic model of information security risk, also with risk analysis approaches is reviewed. Generally two types of approaches are followed in risk assessment: quantitative approaches and qualitative approaches. Most of current methods for the security risk analysis are primitive and can't reflect the physical structure of the system. Based on the basic model of security risk, the probability of control failure (PCF) of countermeasures is a critical variable in risk analysis, which depends on the effectiveness of the countermeasures for the specific threat. Generally speaking, the effectiveness of the countermeasures is decided by the quantity, quality and combination of the countermeasures. The combination of" the countermeasure set depends on the location of countermeasures in the network. A graph is a set of nodes joined together by edges or arcs. Graph theoretical methods have long been used to discuss issues in computer security. In this paper, a new graphic method is put forward one considering the characteristics of network security risk. Better than the general risk analysis methods, the graph theoretical method in this paper can reflect the location of countermeasures in the network. Then, the solution having a reference to Dijkstra Algorithm also is put forward.
机译:如今,网络安全已成为重要的话题。通用风险管理的概念和框架也已应用于网络安全风险。本文对信息安全风险的基本模型以及风险分析方法进行了综述。风险评估通常采用两种类型的方法:定量方法和定性方法。当前用于安全风险分析的大多数方法都是原始方法,无法反映系统的物理结构。基于安全风险的基本模型,对策的控制失败概率(PCF)是风险分析中的关键变量,它取决于针对特定威胁的对策的有效性。一般来说,对策的有效性取决于对策的数量,质量和对策的组合。 “对策集”的组合取决于对策在网络中的位置。图是一组由边或圆弧连接在一起的节点。图理论方法长期以来一直用于讨论计算机安全问题。针对网络安全风险的特点,提出了一种新的图形化方法,与一般的风险分析方法相比,本文的图形化理论方法能够较好地反映网络中对策的位置,并参考了Dijkstra算法。也提出了。

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