| 基于智能流量预测的入侵检测方法 |
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| 引用本文： | 于宝华,巩林明,邓洪涛,李伟,张振国.基于智能流量预测的入侵检测方法[J].微型机与应用,2011,30(1):50-52,56. |
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| 作者姓名： | 于宝华 巩林明 邓洪涛 李伟 张振国 |
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| 作者单位： | 1. 石河子大学,新疆石河子,832000
2. 陕西科技大学,陕西西安,710021 |
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| 摘 要： | 为了提高入侵检测系统检测的实时性,提出了一种基于智能流量预测的入侵检测方法。该方法拟合了智能Agent的智能性、自主性和自适应性的优点以及灰色预测对不确定资源的科学预测的优点,用流量预测智能Agent预测得到的流量序列来代替未来一段时间段内的实际流量,并把这个预测序列作为检测对象集的一部分。然后用人工方法模拟了流量处理Agent与预测智能Agent的活动,并通过对实际的采集数据进行仿真,实验证明了预测智能Agent的预测活动的科学性。
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| 关 键 词： | 灰色预测 小波变换 数据处理智能Agent 预测智能Agent |
A method for intrusion detection based on intelligent prediction to network traffic |
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| Yu Baohua,Gong Linming,Deng Hongtao,Li Wei,Zhang Zhenguo.A method for intrusion detection based on intelligent prediction to network traffic[J].Microcomputer & its Applications,2011,30(1):50-52,56. |
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| Authors: | Yu Baohua Gong Linming Deng Hongtao Li Wei Zhang Zhenguo |
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| Affiliation: | Yu Baohua1,Gong Linming1,Deng Hongtao1,Li Wei1,Zhang Zhenguo2(1.Shihezi University,Shihezi 832000,China,2.Shanxi University of Science Technology,Xi'an 710021,China) |
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| Abstract: | In order to improve the real-time detection of intrusion detection system,an intrusion detection method based on intelligent prediction to network traffic is proposed.The merits of intelligence,autonomy and adaptability to the intelligent Agent,and the benefits of science on grey prediction to the uncertain resource are fitted in this method.The method uses the prediction sequence of the intelligent Agent for forecasting to substitute the actual network traffic in a future time period,and view this predicti... |
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| Keywords: | grey prediction wavelet transform intelligent Agent for data processing intelligent Agent for prediction |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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