基于模糊三维风险矩阵的网络设备风险评估方法

Danlin Zhang, Jihong Han, Jialiang Song, Lin Yuan
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引用次数: 3

摘要

网络设备的可靠性和安全性是网络安全的基础。因此,对网络设备进行风险管理具有重要意义。风险评估作为风险管理的关键环节,一直受到研究者的关注。提出了一种基于模糊三维风险矩阵的网络设备风险评估新方法。目前普遍采用典型的二维风险矩阵对风险进行可能性和后果的评估和排序,在实践中仅考虑风险的两个属性是不合理的。加入风险控制难度属性,建立模糊三维风险矩阵,采用三角直觉模糊数(TIFN)对其进行评价。在此基础上,运用模糊规则(FR)对风险进行综合排序。实验验证了该方法的实现过程,证明了该方法的有效性和实用性。
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A risk assessment approach based on fuzzy 3D risk matrix for network device
The reliability and security of network device is fundamental to network security. Thus risk management of network device is significant. As the crucial process of risk management, risk assessment has attracted major attention of researchers. This paper proposed a novel approach based on fuzzy 3D risk matrix for risk assessment of network device. Typical 2D risk matrix is widely adopted to assess and rank risk with likelihood and consequence, which is not reasonable with only two attributes of risk in practice. An attribute named risk controlling difficulty is added to establish a fuzzy 3D risk matrix, with triangular intuitionistic fuzzy number (TIFN) being used to evaluate it. What's more, fuzzy rules (FR) is used to rank the risk synthesizing the three attributes. The experiment demonstrates the implementation process of the proposed method which is proved to be effective and practical.
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