| 基于BP网络的入侵检测方法 |
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| 引用本文： | 马锐,刘玉树,杜彦辉. 基于BP网络的入侵检测方法[J]. 计算机工程与应用, 2003, 39(26): 156-157,197 |
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| 作者姓名： | 马锐 刘玉树 杜彦辉 |
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| 作者单位： | 1. 北京理工大学,北京,100081
2. 北京理工大学,北京,100081;北京公安大学,北京,100038 |
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| 基金项目： | 国家部级项目(编号:20019181201) |
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| 摘 要： | 论文提出了一种基于BP神经网络的入侵检测方法。该方法对特征数据进行了预处理,利用改进的BP算法的学习能力和快速识别能力,实现了对用户行为的检测,尤其是在识别以前没有观察到的未知攻击方面具有较好的性能。
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| 关 键 词： | 入侵检测 误用检测 异常检测 神经网络 |
| 文章编号： | 1002-8331-(2003)26-0156-02 |
A Back-propagation Neural Network-based Intrusion Detection Approach |
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| Ma Rui Liu Yushu Du Yanhui . A Back-propagation Neural Network-based Intrusion Detection Approach[J]. Computer Engineering and Applications, 2003, 39(26): 156-157,197 |
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| Authors: | Ma Rui Liu Yushu Du Yanhui |
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| Affiliation: | Ma Rui 1 Liu Yushu 1 Du Yanhui 1,21 |
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| Abstract: | This paper describes new back-propagation neural network-based intrusion detection approach.Based on the feature data that should be pretreated,the approach employs improving back-propagation arithmetic that provide the ca-pability of learning and quick classification,and can be used for detection of user behavior.In particular,the approach gains good performance in recognizing future unseen attacks. |
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| Keywords: | Intrusion detection Misuse detection Anomaly detection Neural networks |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
