Dynamic Damage Evaluation of Network Availability Adjusted by Index Correlation

Xing Wang, Hui He, Hong-li Zhang, H. Ma, Jing Liu
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引用次数: 3

Abstract

Network damage evaluation is a hot research topic in network security area. This paper reviews previous works in the area of network damage evaluation. These studies focus on building an index system and computing the damage by the entropy before and after attacks without taking the correlation of index into consideration, which could results in damage increased, and it cannot express the variable of attack damage. This paper measures the damage degree on network availability in the sudden traffic under attack, and then uses dynamic relevant coefficient adjustment method, which combine with real-time network entropy calculation method, to obtain a more accurate reflection during the dynamic process of attack damage. The simulation experimental results show that the method can reflect the dynamic process of network availability damage accurately and integrally.
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基于指标相关性调整的网络可用性动态损害评估
网络损害评估是网络安全领域的一个研究热点。本文综述了国内外在网络损伤评估方面的研究成果。这些研究侧重于建立指标体系,通过攻击前后的熵来计算伤害,而没有考虑指标之间的相关性,这可能导致伤害增加,并且不能表达攻击伤害的变量。本文测量突发流量受到攻击时对网络可用性的破坏程度,然后采用动态相关系数调整方法,结合实时网络熵计算方法,在攻击破坏的动态过程中得到更准确的反映。仿真实验结果表明,该方法能准确、完整地反映网络可用性损害的动态过程。
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