| 基于协议分析的SVM入侵检测系统 |
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| 引用本文： | 时瑞.基于协议分析的SVM入侵检测系统[J].铁路计算机应用,2005,14(3):39-41. |
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| 作者姓名： | 时瑞 |
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| 作者单位： | 铁道第三勘察设计院,电算所,天津,300142 |
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| 摘 要： | 随着网络技术日益发展,计算机必须面对来自全球网的各种入侵.因而需要有效的入侵检测系统保护计算机远离这些未经允许的或恶意的行为,将模式识别的方法应用到入侵检测系统中,解决了传统检测方法的缺陷.提出一种基于协议分析的SVM入侵检测方法,并使用KDD'99中的数据对该方法进行了评估,证明该方法是有效的.
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| 关 键 词： | 支持向量机 协议分析 入侵检测系统 检测方法 |
| 文章编号： | 1005-8451(2005)03-0039-03 |
| 收稿时间： | 2005-03-15 |
| 修稿时间： | 2004年11月27 |
SVM Intrusion Detection System based on protocol analysis |
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| SHI Rui.SVM Intrusion Detection System based on protocol analysis[J].Railway Computer Application,2005,14(3):39-41. |
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| Authors: | SHI Rui |
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| Abstract: | As the internet spreads to each corner of the world, computers were exposed to miscellaneous intrusion from theWorld Wide Web. The effective Intrusion Detection System was needed to protect our computers from these unauthorized ormalicious actions. With pattern recognition method used in Intrusion Detection System, the limitation in traditionaldetection methods was cancelled. A new intrusion detection approach based on protocol analysis was proposed. Evaluation hasbeen done over dataset in KDD-99. The result of simulations showed that this method was an effective method. |
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| Keywords: | SVM protocol analysis Intrusion Detection System detection method |
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