| 基于概念格的入侵检测 |
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| 引用本文： | 谷雨,张天军,范菁,何磊. 基于概念格的入侵检测[J]. 华中科技大学学报(自然科学版), 2003, 0(Z1) |
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| 作者姓名： | 谷雨 张天军 范菁 何磊 |
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| 作者单位： | 西安交通大学电子与信息工程学院 云南民族大学网络信息中心 |
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| 摘 要： | 将概念格应用于入侵检测系统中 ,构造了一个基于规则分类判决的入侵检测模型 ;提出了决策规则格和决策规则格约简的概念 ,获得了入侵检测的分类规则集 .实验表明此方法能较好地缩减分类规则集中的规则数目 ,且有较高的分类正确率
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| 关 键 词： | 入侵检测 概念格 决策规则格 约简 |
Intrusion detection basing on concept lattice |
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| Gu Yu Zhang Tianjun Fan Jing He Lei Doctoral Candidate. Intrusion detection basing on concept lattice[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 2003, 0(Z1) |
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| Authors: | Gu Yu Zhang Tianjun Fan Jing He Lei Doctoral Candidate |
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| Affiliation: | Gu Yu Zhang Tianjun Fan Jing He Lei Doctoral Candidate, Institute of Electronics and Information Engineering,Xi'an Jiaotong University,Xi'an 710049,China. |
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| Abstract: | Concept Lattice is a kind of powerful data analytic tool,which is developing quickly in recent years.In this thesis,author applies Concept Lattice to Intrusion Detection System,and constructs an intrusion detection model basing on classifying ruling.The concept of decision-making rule lattice and decision-making rule lattice reduction are brought forward; an intrusion detection classifying rule assembly is acquired.Conclusion from experiment,the method could curtail the number of the rules in the rule assembly,and could get more exact classifying ratio. |
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| Keywords: | intrusion detection concept lattice decision-making rule lattice reduction |
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