基于模糊逻辑的网络攻击检测

D. Levonevskiy, R. Fatkieva, S. R. Ryzhkov.
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引用次数: 7

摘要

研究的目的是利用模糊逻辑来提高网络攻击检测的准确率。本文研究了一种基于模糊逻辑的入侵检测方法。该方法是基于网络监控不同网络异常的变量特征,如传入流量与传出流量之比、数据包大小等。每种类型的威胁都用模糊值向量来描述这种威胁存在时的网络状态。这些向量构成模糊规则矩阵。本文提出了用规则矩阵计算任何威胁存在的积分指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network attacks detection using fuzzy logic
The aim of research is to increase the network attack detection accuracy by means of fuzzy logic. This paper considers an approach to intrusion detection using fuzzy logic. The approach is based on network monitoring of the variables characteristic of different network anomalies, such as ratio of the incoming traffic to the outgoing, packet size, etc. Every type of menace is characterized by a vector of fuzzy values describing the network state when this menace is present. These vectors constitute the fuzzy rule matrix. This article proposes computation of the integral indicator of the presence of any menace using the rule matrix.
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