| 基于数据挖掘的分布式网络入侵检测系统设计及实现 |
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| 引用本文： | 傅德胜,周舒,郭萍.基于数据挖掘的分布式网络入侵检测系统设计及实现[J].计算机科学,2009,36(3):103-105. |
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| 作者姓名： | 傅德胜 周舒 郭萍 |
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| 作者单位： | 南京信息工程大学计算机与软件学院,南京,210044 |
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| 基金项目： | 江苏省产业技术与开发基金 |
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| 摘 要： | 提出基于数据挖掘的入侵检测系统模型、改进的FP-Gmwth的关联分析算法和基于分箱统计的FCM网络入侵检测技术.系统实验结果表明,所开发的网络入侵检测系统可以稳定地工作在以太网络环境下,能够及时发现入侵行为,有效地解决了数据挖掘速度问题,增强了入侵检测系统的检测能力,具备了良好的网络入侵检测性能.
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| 关 键 词： | 入侵检测系统 分布式 数据挖掘 |
| 收稿时间： | 2008/6/29 0:00:00 |
Design and Implementation of Distributed Network Intrusion Detection System Based on Data Mining |
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| FU De-sheng,ZHOU Shu,GUO Ping.Design and Implementation of Distributed Network Intrusion Detection System Based on Data Mining[J].Computer Science,2009,36(3):103-105. |
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| Authors: | FU De-sheng ZHOU Shu GUO Ping |
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| Affiliation: | College of Computer and Software;Nanjing University of Information Science and Technology;Nanjing 210044;China |
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| Abstract: | Data mining is applied to intrusion detection system,which puts forward a system model based on data mi-ning,improving the FP-Growth algorithm based on associative analysis,and refining the technology of FCM network intrusion detection based on statistical binning.The experimental result shows that the network intrusion detection deve-loped by this paper can work very stably under the Ethernet,find intrusion activities in time,solve the problem of data mining speed effectively,enhance the detective ability ... |
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| Keywords: | Intrusion detection system Distribution Data mining |
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