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| 基于免疫学原理的混合入侵检测系统的设计与实现 | |
| 引用本文： | 傅涛,孙文静,孙亚民,崔萌萌.基于免疫学原理的混合入侵检测系统的设计与实现[J].计算机科学,2008,35(6):63-66. |
| 作者姓名： | 傅涛 孙文静 孙亚民 崔萌萌 |
| 作者单位： | 1. 南京理工大学计算机学院,南京,210094 2. 南京审计学院,南京,210029 3. 南京信息工程大学,南京,210044 |
| 基金项目： | 江苏省产业技术研究与开发基金 |
| 摘 要： | 讨论了基于免疫学的入侵检测系统的架构和各模块的功能,重点研究了本文提出的基于改造开发源代码的入侵检测系统Snort的免疫检测器模块的设计,以及免疫检测器的检测流程.以KDDCup99数据集为样本,运用本文设计的基于免疫学原理的混合入侵检测系统进行了入侵检测实验,对全部18种攻击类型行为的平均检测率为64.94%,检测结果令人鼓舞. |
| 关 键 词： | 入侵检测系统 混合 免疫学 |
Design and Implementation of Mix Intrusion Detection System Based on Immunology Principle |
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| FU Tao,SUN Wen-jing,SUN Ya-min,CUI Meng-meng.Design and Implementation of Mix Intrusion Detection System Based on Immunology Principle[J].Computer Science,2008,35(6):63-66. | |
| Authors: | FU Tao SUN Wen-jing SUN Ya-min CUI Meng-meng |
| Affiliation: | FU Tao1 SUN Wen-jing2 SUN Ya-min1 CUI Meng-meng3(Nanjing University of Science , Technology,Nanjing 210094,China) 1 (Nanjing Audit University,Nanjing 210029,China)2 (Nanjing University of Information Science , Technology,Nanjing 210044,China)3 |
| Abstract: | This paper discusses the architecture of Intrusion Detection System (IDS) based on immunology and functions of each module. It emphasizes on system design of immunization detection module based on the snort which is a kind of open souce IDS and the detection processes of immunization detector. This article takes KDDCup99 dataset as a sample and do the intrusion detection experiment by using principle of immunology. The average detection rate of 18 kinds of intrusion actions is 64.94%, the result is encourag... |
| Keywords: | Intrusion detection system Mix Immunology |
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