论文标题

在NSL-KDD上选择基于遗传算法的功能选择,决策树分类器在检测特定拒绝服务攻击方面的应用

Application of Decision Tree Classifier in Detection of Specific Denial of Service Attacks with Genetic Algorithm Based Feature Selection on NSL-KDD

论文作者

Wilborne, Deanna

论文摘要

使用遗传算法和决策树分类器,使用组合优化的NSL-KDD数据集的功能减少了,以确定准确地对NSL-KDD数据集中拒绝服务攻击所需的最小功能。

Using a Genetic Algorithm and Decision Tree Classifier, the features of the NSL-KDD dataset are reduced using combinatorial optimization to determine the minimum features required to accurately classify Denial of Service attacks within the NSL-KDD dataset.

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