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遗传算法在入侵检测中的应用
Application of genetic algorithms to intrusion detection
【摘要】 在分析以往入侵检测系统的基础上,介绍了一个误用检测与异常检测相结合的基于用户行为的多层自适应入侵检测系统模型。给出了模型的框架图以及模型主要的流程步骤,并详细分析了遗传算法在模型中的应用,给出了编码策略、适应度函数及遗传操作。
【Abstract】 This paper proposes a multilayered adaptive intrusion detection model based on user’s behavior,the model of which integrates the working of misuse with anomaly detector.The frame structure and the flow chart are also given in this paper and the genetic algorithm is applied in this model.The coding policy,fitness function and genetic operation are given and analyzed.
【关键词】 入侵检测;
误用检测器;
异常检测器;
遗传算法;
遗传操作;
【Key words】 intrusion detection; misuse detector; anomaly detector; genetic algorithms; genetic operation;
【Key words】 intrusion detection; misuse detector; anomaly detector; genetic algorithms; genetic operation;
- 【文献出处】 重庆邮电学院学报(自然科学版) ,Journal of Chongqing University of Posts and Telecommunications(Natural Science) , 编辑部邮箱 ,2006年02期
- 【分类号】TP393.08
- 【被引频次】22
- 【下载频次】149