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A Partition Matching Method for Optimal Attack Path Analysis

机译:最优攻击路径分析的分区匹配方法

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摘要

Optimal attack path planning has a significant impact on network security. According to an optimal attack path, an attacker can quickly and efficiently attack the target host. This article proposes a partition matching method (PM) to infer the optimal attack path. PM can avoid the problem of path loss and get the result quickly. PM has two steps: network partition and local path matching. The target of the network partition is to divide the network into certain parts and find out the key nodes. The local path matching aims to splice the local paths in partitioned networks into a full path. In the target network, every host has a weight matrix which includes host connect number, CVSS value and their respective priorities. A cost function is proposed to calculate evaluation values of optimal local paths and the evaluation value of full optimal attack path based on the weight matrix. Results of our experiment demonstrate the capabilities of PM which can generate an optimal attack path in one single run. The results obtained by PM show good performance and are compared with other methods.
机译:最佳的攻击路径规划会对网络安全性产生重大影响。根据最佳攻击路径,攻击者可以快速有效地攻击目标主机。本文提出了一种分区匹配方法(PM)来推断最佳攻击路径。 PM可以避免路径丢失的问题,并快速获得结果。 PM具有两个步骤:网络分区和本地路径匹配。网络分区的目标是将网络划分为某些部分,并找出关键节点。本地路径匹配旨在将分区网络中的本地路径拼接为完整路径。在目标网络中,每个主机都有一个权重矩阵,其中包括主机连接号,CVSS值及其各自的优先级。提出了一种基于权重矩阵的成本函数,用于计算最优局部路径的评估值和完全最优攻击路径的评估值。我们的实验结果证明了PM的功能,它可以在一次运行中生成最佳的攻击路径。 PM获得的结果显示出良好的性能,并与其他方法进行了比较。

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