| 入侵检测中的一种时序数据挖掘方法 |
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| 引用本文： | 杨静,郭伟. 入侵检测中的一种时序数据挖掘方法[J]. 计算机工程与应用, 2004, 40(12): 164-165,173 |
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| 作者姓名： | 杨静 郭伟 |
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| 作者单位： | 空军雷达学院,武汉,430010;空军雷达学院,武汉,430010 |
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| 摘 要： | 该文论述了实时网络入侵检测系统现有的缺陷,并通过对系统审计数据的分析,提出了一种基于小波变换时序分析的入侵检测方法。将该算法运用于入侵检测的时序分析中,可以较好地解决高速宽带下网络实时扫描检测的瓶颈问题,提高了实时网络入侵检测的效率。
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| 关 键 词： | 入侵检测 审计数据 小波变换 数据挖掘 |
| 文章编号： | 1002-8331-(2004)12-0164-02 |
A Data Mining Method of Time-series in Intrusion Detection |
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| Yang Jing Guo Wei. A Data Mining Method of Time-series in Intrusion Detection[J]. Computer Engineering and Applications, 2004, 40(12): 164-165,173 |
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| Authors: | Yang Jing Guo Wei |
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| Abstract: | In this thesis,the defects of real-time intrusion detection system are discussed.By analyzing the audit data of the system,it advances a new intrusion detection method based on time-series analysis of wavelet transformation.It is a favorable solution to bottleneck problem of real-time scanning detection in high-speed wide band,and to improvement of efficiency for the real-time intrusion detection by applying this arithmetic to time-series analysis in the intrusion de-tection system. |
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| Keywords: | Intrusion detection Audit data Wavelet transform Data mining |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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