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基于网络事件和深度协议分析的入侵检测研究

朱映映 吴锦锋 明仲

通信学报2011,Vol.32Issue(8):171-178,8.
通信学报2011,Vol.32Issue(8):171-178,8.

基于网络事件和深度协议分析的入侵检测研究

Research on intrusion detection based on network events and deep protocol analysis

朱映映 1吴锦锋 1明仲1

作者信息

  • 1. 深圳大学计算机与软件学院,广东深圳518060
  • 折叠

摘要

Abstract

The problems for restricting NIDS were investigated. Based on network events and deep protocol analysis, a new model MIDM analyzing and integrating network intrusion was proposed. After extending ABNF to describe network events, a new NIDS was built based on MIDM. Experimental results proved that, comparing to the current mainstream NIDS, the model MIDM can work effectively with less false positive rate and less redundancy of rule base. And if network stream and rule base were extended quickly, the CPU utilization of new model's would remain low growth, which makes MIDM better adapt to high-speed network. And it's also able to detect some unknown attacks and sustain rule generalization.

关键词

入侵检测/协议分析/模式匹配/异常检测/高速网络

Key words

intrusion detection/ protocol analysis/ pattern matching/ statistical anomaly detection/ high-speed network

分类

信息技术与安全科学

引用本文复制引用

朱映映,吴锦锋,明仲..基于网络事件和深度协议分析的入侵检测研究[J].通信学报,2011,32(8):171-178,8.

基金项目

国家自然科学基金资助项目(60703112) (60703112)

深港创新圈基金资助项目(ZYB200907060012A) (ZYB200907060012A)

广东省自然科学基金资助项目(10351806001000000) (10351806001000000)

通信学报

OA北大核心CSCDCSTPCD

1000-436X

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