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| 基于前馈多层感知器的网络入侵检测的多数据包分析 | |
| 引用本文： | 周炎涛,郭如冰,李肯立,吴正国.基于前馈多层感知器的网络入侵检测的多数据包分析[J].计算机应用,2006,26(4):806-808. |
| 作者姓名： | 周炎涛 郭如冰 李肯立 吴正国 |
| 作者单位： | 1. 湖南大学,计算机与通信学院,湖南,长沙,410082;海军工程大学,信息与电气学院,湖北,武汉,430033 2. 湖南大学,计算机与通信学院,湖南,长沙,410082 3. 海军工程大学,信息与电气学院,湖北,武汉,430033 |
| 摘 要： | 提出了一种新型网络入侵检测模型，在该模型中，首先将截获的数据包结合历史数据包数据库进行协议分析，找出可能存在的入侵行为的相关数据包，然后采用前馈多层感知器神经网络对这些相关的数据包进行回归分析，最终获得检测结果。该模型与传统采用单数据包检测方式的网络入侵检测系统(NIDS)模型相比，具有更低的漏检率。 |
| 关 键 词： | 网络入侵检测系统 数据挖掘 前馈多层感知器 协议分析 |
| 文章编号： | 1001-9081（2006）04-0806-03 |
| 收稿时间： | 2005-10-21 |
| 修稿时间： | 2005-10-212005-12-20 |
Multiple data packet analysis of network intrusion detection system based on multilayer forward neural network |
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| ZHOU Yan-tao,GUO Ru-bing,LI Ken-li,WU Zheng-guo.Multiple data packet analysis of network intrusion detection system based on multilayer forward neural network[J].journal of Computer Applications,2006,26(4):806-808. | |
| Authors: | ZHOU Yan-tao GUO Ru-bing LI Ken-li WU Zheng-guo |
| Affiliation: | 1. School of Computer and Communication, Hunan University, Changsha Hunan 410082, China; 2. College of Information and Electrical Engineering, Naval Engineering University, Wuhan Hubei 430033, China |
| Abstract: | A new network intrusion detection model was proposed. Based on the model, the currently data packet was integraed with historical data packet to process a protocol analysis, then the data packet that correlated with possiblely intrusion affair could be found out. The multilayer forward neural network was used to process a regression analysis to such data packets and got the results of intrusion detection. With the new model based on multiple data packet, the missed rate of traditional network intrusion detection system was decreased. |
| Keywords: | Network Intrusion Detection System(NIDS) data mining Multiple-Level Perception(MLP) protocol analysis |
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