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NETWORK INTRUSION DETECTION SYSTEM USING GENETIC ALGORITHM AND METHOD THEREOF

机译:遗传算法的网络入侵检测系统及其方法

摘要

A network intrusion detecting system using a genetic algorithm and its method are provided to extract packet information to which greater importance is given among information of TCP/IP packets, and improve a detection speed and a detection rate by checking a received packet by using only important packet information. A packet feature selecting module(11) selects at least one reference field for determining whether a network has been invaded or not by applying a genetic algorithm using an evaluation function to which importance of each packet field is reflected. A packet gathering module(12) gathers packets existing in a network. A packet pre-processing module(13) extracts information of a reference field selected by the packet feature selecting module(11) among the gathered packets. An intrusion detection engine module(14) determines whether the network has been invaded or not by using information of the extracted reference field.
机译:提供一种使用遗传算法的网络入侵检测系统及其方法,以提取TCP / IP分组的信息中具有较高重要性的分组信息,并通过仅使用重要的校验来检查接收到的分组,从而提高检测速度和检测率。数据包信息。分组特征选择模块(11)通过应用遗传算法来选择至少一个参考字段,该至少一个参考字段用于确定网络是否已经被入侵,其中所述遗传算法使用反映每个分组字段的重要性的评估函数。分组收集模块(12)收集网络中存在的分组。分组预处理模块(13)在收集的分组中提取由分组特征选择模块(11)选择的参考字段的信息。入侵检测引擎模块(14)通过使用提取的参考字段的信息来确定网络是否已被入侵。

著录项

  • 公开/公告号KR100738550B1

    专利类型

  • 公开/公告日2007-07-05

    原文格式PDF

  • 申请/专利权人 SAMSUNG ELECTRONICS CO. LTD.;

    申请/专利号KR20060004571

  • 发明设计人 SHON TAE SHIK;

    申请日2006-01-16

  • 分类号H04L12/22;H04L12/70;

  • 国家 KR

  • 入库时间 2022-08-21 20:31:45

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