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The Evaluation Model of Network Security Based on Fuzzy Rough Sets

机译：基于模糊粗糙集的网络安全评估模型

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摘要

It is very important to know the security status of computer networks accurately. At present, most computer network security evaluation system doesn't analyze the datum thoroughly. Therefore it is difficult to acquire the security status of computer networks at the whole. An algorithm model with fuzzy rough set theory to mine the rules of computer network security evaluation is proposed. A fuzzy rough set knowledge system description of computer network security evaluation is studied. A fuzzy rough set attribute reduction method is given. The decision rules mining method presented in this paper is validated with a simplified network security evaluation data set. The experiment results show that decision rules acquired by the method are in accord with the fact.
机译：准确了解计算机网络的安全状态非常重要。目前，大多数计算机网络安全评估系统都没有对数据进行彻底的分析。因此，整体上很难获得计算机网络的安全状态。提出了一种基于模糊粗糙集的挖掘计算机网络安全评估规则的算法模型。研究了计算机网络安全评估的模糊粗糙集知识系统描述。给出了模糊粗糙集属性约简的方法。通过简化的网络安全评估数据集验证了本文提出的决策规则挖掘方法。实验结果表明，该方法获得的决策规则是符合实际的。

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