| Boosting算法在入侵检测中的应用 |
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| 引用本文： | 花小朋,王欢,兰少华.Boosting算法在入侵检测中的应用[J].通信技术,2007,40(9):64-66. |
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| 作者姓名： | 花小朋 王欢 兰少华 |
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| 作者单位： | 1. 盐城工学院,江苏,盐城,224003
2. 南京理工大学,江苏,南京,210094 |
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| 摘 要： | 将一种基于支持向量机的Boosting算法应用于入侵检测,并通过KDD’99数据的仿真实验将它与单一的支持向量机分类器进行比较,结果表明Boosting算法比单一的支持向量机分类器具有更好的检测效果。
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| 关 键 词： | 入侵检测 支持向量机 Boosting算法 |
| 文章编号： | 1002-0802（2007）09-0064-03 |
| 修稿时间： | 2007-05-09 |
Application of Boosting Algorithm in Intrusion Detection |
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| HUA Xiao-peng,WANG Huan,LAN Shao-hua.Application of Boosting Algorithm in Intrusion Detection[J].Communications Technology,2007,40(9):64-66. |
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| Authors: | HUA Xiao-peng WANG Huan LAN Shao-hua |
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| Institution: | 1 Yancheng Institute of Technology, Yancheng Jiangsu 224003, China; 2 Nanjing University of Science and Technology, Nanjing Jiangsu 210094, China |
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| Abstract: | In this paper,a Boosting algorithm applied to intrusion detection based on SVM is described,the experiment has been done to compare it with single SVM classifier and the result indicates that it has a better examination performance as compared to the single SVM classifier. |
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| Keywords: | intrusion detection support vector machine Boosting algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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