| 决策树在网络入侵检测中的研究与应用 |
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| 引用本文： | 蒲元芳,杜红乐.决策树在网络入侵检测中的研究与应用[J].数字社区&智能家居,2010,6(7):1560-1563. |
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| 作者姓名： | 蒲元芳 杜红乐 |
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| 作者单位： | 广东工业大学计算机学院; |
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| 基金项目： | 广东省自然科学基金(06021484);;广东省科技计划(2008A060201011)资助 |
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| 摘 要： | 该文在描述决策树分类算法的基础上,叙述了决策树分类算法用于网络入侵检测领域,给出了决策树分类模型的构造过程,并说明了应用基于决策树模型检测入侵的过程。最后用KDD CUP 99数据进行实验,验证了用本文描述的方法检测入侵行为的有效性。
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| 关 键 词： | 决策树 入侵检测 分类模型 |
Research and Application of Decision Tree in Network Intrusion Detection |
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| PU Yuan-fang,DU Hong-le.Research and Application of Decision Tree in Network Intrusion Detection[J].Digital Community & Smart Home,2010,6(7):1560-1563. |
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| Authors: | PU Yuan-fang DU Hong-le |
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| Affiliation: | Faculty of Computer;Guangdong University of Technology;Guangzhou 510006;China |
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| Abstract: | After the decision tree classification algorithm is described,this paper gives how to apply decision tree classification algorithm to the network intrusion detection. It is shown in the text how to construct a classification model of decision tree and how to apply the model to detect intrusion. At last the data sets of KDD CUP99 are used as the experiment data,and the results show the efficiency of our method. |
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| Keywords: | decision tree intrusion detection classification model |
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