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| 基于人工免疫的网络入侵检测算法研究进展 | |
| 引用本文： | 康启超,张清华,秦勇,段富.基于人工免疫的网络入侵检测算法研究进展[J].茂名学院学报,2012,22(3):37-40. |
| 作者姓名： | 康启超 张清华 秦勇 段富 |
| 作者单位： | 1. 太原理工大学计算机科学与技术学院,山西太原030024 广东石油化工学院计算机与电子信息学院,广东茂名525000 2. 广东石油化工学院计算机与电子信息学院,广东茂名,525000 3. 太原理工大学计算机科学与技术学院,山西太原,030024 |
| 基金项目： | 广东省教育部产学研结合项目“自适应免疫网络入侵检测技术” |
| 摘 要： | 从生物免疫的基本原理出发,概述了人工免疫基础上的网络入侵检测原理及应用情况,包括自体集、错误耐受和自适应性等方面的应用;着重对人工免疫匹配的基本算法做了细致的讨论,指出了各种算法的异同及侧重方向;最后,根据当前算法存在的问题,提出了大负载情况下的算法设计思路,并展望了今后的研究热点和工作重心。 |
| 关 键 词： | 人工免疫 入侵检测 阴性选择 克隆选择 遗传算法 |
The Research of Network Intrusion Detection Algorithm Based on Artificial Immune Theory |
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| KANG Qi-chao,.,ZHANG Qing-hua,QIN Yong,DUAN Fu.The Research of Network Intrusion Detection Algorithm Based on Artificial Immune Theory[J].Journal of Maoming College,2012,22(3):37-40. | |
| Authors: | KANG Qi-chao ZHANG Qing-hua QIN Yong DUAN Fu |
| Institution: | 1(1.College of Computer Science and Technology,Taiyuan University of Technology,Taiyuan 030024,China;2.College of Computer and Electronic Information,Guangdong University of Petrochemical Technology,Maoming 525000,China) |
| Abstract: | In this paper,with the basic principle of biological immune,the network intrusion detection principle and applications based on artificial immune are introduced,including self-set,error tolerance and self-adaptation of application,and so on.The paper also focuses on basic matching algorithm of artificial immune,which makes a thorough discussion and points out the similarities and differences of the various algorithms and their research direction.Finally through analyzing the characteristics and existing problems of the current algorithms,the paper proposes an algorithm design idea in the huge loads application,and prospects the research hotspot and focus in the future. |
| Keywords: | artificial immune intrusion detection negative selection clone selection genetic algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |