| 基于误差反向传播的入侵检测系统的研究 |
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| 引用本文： | 梅挺,代群,任伟.基于误差反向传播的入侵检测系统的研究[J].通信技术,2008,41(5):125-127. |
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| 作者姓名： | 梅挺 代群 任伟 |
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| 作者单位： | 1. 成都医学院,信息研究所,四川,成都,610083
2. 成都信息工程学院,光电系,四川,成都,610225 |
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| 摘 要： | 构建了一种基于误差反向传播神经网络的入侵检测系统总体架构,分析了该系统的各组成模块和功能要求.重点阐述了基于误差反向传播的入侵检测分析模块的设计方案,研究入侵分析过程中的几个关键问题并给出了解决方法.最后给出了基于误差反向传播网络的检测算法流程.
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| 关 键 词： | 误差反向传播 入侵检测 神经网络 滥用入侵 异常入侵 误差反向传播网络 入侵分析 检测系统 研究 Neural Network Back Propagation Based Intrusion Detection System 算法流程 方法 问题 过程 的设计方案 分析模块 阐述 重点 功能要求 组成模块 系统总体架构 入侵检测 |
| 文章编号： | 1002-0802(2008)05-0125-03 |
| 修稿时间： | 2007年11月22 |
Research of Intrusion Detection System Based on Back Propagation Neural Network |
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| MEI Ting,DAI Qun,REN Wei.Research of Intrusion Detection System Based on Back Propagation Neural Network[J].Communications Technology,2008,41(5):125-127. |
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| Authors: | MEI Ting DAI Qun REN Wei |
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| Affiliation: | MEI Ting,DAI Qun,REN Wei (Information Research Institute,Chengdu Medical College,Chengdu Sichuan 610083,China,Department of Photoelectricity,Chengdu University of Information Technology,Chengdu Sichuan 610225,China) |
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| Abstract: | In this paper, an overall framework of intrusion detection system based on back propagation neural network is constructed, various component modules and their function requests of the system are analyzed, and the design scheme of intrusion detection and analysis module based on back propagation neural is emphatically described, several critical problems in the intrusion analysis and their the solutions are also given. Finally the detection algorithm procedure based on back propagation neural is presented. |
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| Keywords: | back propagation intrusion detection neural network abuse intrusion abnormal intrusion |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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