| 基于模式识别的智能入侵检测系统 |
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| 引用本文： | 邱树伟.基于模式识别的智能入侵检测系统[J].四川理工学院学报(自然科学版),2011,24(1):77-81. |
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| 作者姓名： | 邱树伟 |
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| 作者单位： | 汕头职业技术学院计算机系,广东,汕头,515078 |
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| 摘 要： | 文章分析了入侵检测的基本理论和技术,结合模式识别的原理及其与入侵检测的相似性,论证了将模式识别方法应用于入侵检测的可行性,同时,运用近邻法、K-近邻法和K-均值法等关键技术设计了基于模式识别的智能入侵检测系统,仿真实验表明,该系统具备较高的检测率和较低的误警率。
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| 关 键 词： | 入侵检测系统 人工智能 模式识别 近邻法 |
Intelligent Intrusion Detection System Based on Pattern Recognition |
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| QIU Shu-wei.Intelligent Intrusion Detection System Based on Pattern Recognition[J].Journal of Sichuan University of Science & Engineering:Natural Science Editton,2011,24(1):77-81. |
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| Authors: | QIU Shu-wei |
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| Institution: | QIU Shu-wei(Computer Department,Shantou Polytechnic,Shantou 515078,China) |
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| Abstract: | The basic theory and technology of intrusion detection were introduced,combined the principles of Pattern Recognition with the similarity of Pattern Recognition and intrusion detection,the Pattern Recognition applied to the feasibility of intrusion detection system was demonstrated,at the same time,the intelligent intrusion detection system based on Pattern Recognition was designed using nearest neighbor,k-nearest neighbor and k-means,simulation results show that it has a higher detection rate and lower fal... |
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| Keywords: | intrusion detection system Artificial Intelligence Pattern Recognition nearest neighbor |
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