| 基于神经网络专家系统的入侵检测方法 |
| |
| 引用本文： | 马锐,刘玉树,杜彦辉.基于神经网络专家系统的入侵检测方法[J].计算机工程与应用,2004,40(2):151-153. |
| |
| 作者姓名： | 马锐 刘玉树 杜彦辉 |
| |
| 作者单位： | 1. 北京理工大学,北京,100081
2. 北京理工大学,北京,100081;中国人民公安大学,北京,100038 |
| |
| 摘 要： | 论文提出了一种基于神经网络专家系统的入侵检测方法。该方法将入侵检测特征值转化为犤0,1犦区间上相应的模糊取值,采用sigmoid函数作为激活函数进行不确定性推理,检测效率较原有的基于规则的专家系统有较大提高。
|
| 关 键 词： | 入侵检测 误用检测 神经网络 专家系统 |
| 文章编号： | 1002-8331-(2004)02-0151-03 |
A Neural Network-based Expert System Intrusion Detection Approach |
| |
| Ma Rui,Liu Yushu,Du Yanhui.A Neural Network-based Expert System Intrusion Detection Approach[J].Computer Engineering and Applications,2004,40(2):151-153. |
| |
| Authors: | Ma Rui Liu Yushu Du Yanhui |
| |
| Affiliation: | Ma Rui 1 Liu Yushu 1 Du Yanhui 1,21 |
| |
| Abstract: | This paper describes a new neural network-based expert system intrusion detection approach.The approach translates the feature data into the fuzzy value belongs to0,1part,and makes uncertain inference with sigmoid function.Comparing with the rule-based expert system,the approach improves the inference efficiency. |
| |
| Keywords: | Intrusion detection Misuse detection Neural networks Expert system |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
