| 基于免疫危险理论的新型网络入侵检测方法研究 |
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| 引用本文： | 许春,李涛,刘孙俊,赵辉,张建华,刘念.基于免疫危险理论的新型网络入侵检测方法研究[J].南京邮电大学学报(自然科学版),2006,26(5):80-85. |
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| 作者姓名： | 许春 李涛 刘孙俊 赵辉 张建华 刘念 |
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| 作者单位： | 四川大学,计算机学院,四川,成都,610064 |
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| 基金项目： | 国家自然科学基金;高等学校博士学科点专项科研项目;教育部新世纪优秀人才支持计划 |
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| 摘 要： | 该文提出了一种基于免疫危险理论(Immune Danger Theory,IDT)的新型网络入侵检测方法.该方法给出了抗原凋亡和坏死过程的定义,定量计算危险信号,并以此检测网络攻击.仿真实验表明该方法不仅保持传统AIS自学习、自适应、多样性等优点,而且能降低免疫学习时间和错误肯定率,是一种网络入侵检测的好方法.
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| 关 键 词： | 免疫危险理论 危险信号 人工免疫 入侵检测系统 错误肯定率 |
| 文章编号： | 1673-5439（2006）05-0080-06 |
| 收稿时间： | 2006-03-28 |
| 修稿时间： | 2006-05-24 |
The Research of Network Intrusion Detection Based on Immune Danger Theory |
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| XU Chun,LI Tao,LIU Sun-jun,ZHAO Hui,ZHANG Jian-hua,LIU Nian.The Research of Network Intrusion Detection Based on Immune Danger Theory[J].Journal of Nanjing University of Posts and Telecommunications,2006,26(5):80-85. |
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| Authors: | XU Chun LI Tao LIU Sun-jun ZHAO Hui ZHANG Jian-hua LIU Nian |
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| Institution: | School of Computer, Sichuan University, Chengdu 610064, China |
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| Abstract: | A new method of intrusion detection based on the immune danger theory is presented.The danger signal of antigen apoptosis and necrosis are defined.Meanwhile,the method of how to calculate the danger signal and detect network intrusions are also introduced.The experiment of results show that the method can not only keep the advantages of self-learning,self-adaptation and diversity of the tradition AIS,but also decrease the rate of false positive and the immune study time during the detect process,therefore it is an effective method for intrusion detection. |
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| Keywords: | Immune danger theory Danger signal Artificial immune system Intrusion detection system Rate of false positive |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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