An anomaly intrusion detection Based on Hidden Markov model System Call Sequenc

被引：0
|
作者：
Wang, Dongliang [1 ]
Wang, Zhigang [2 ]
机构：
[1] Beijing Univ Civil Engn & Architecture, Network Ctr, Beijing, Peoples R China
[2] CNPC Beijing Richfit Informat Technol Co, Beijing, Peoples R China
来源：
ADVANCED RESEARCH ON AUTOMATION, COMMUNICATION, ARCHITECTONICS AND MATERIALS, PTS 1 AND 2 | 2011年 / 225-226卷 / 1-2期
关键词：
Intrusion detection; Hidden Markov model; BW; system call;
D O I：
10.4028/www.scientific.net/AMR.225-226.609
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
To improve detection accuracy, Utilizing HMM (Hidden Markov model) and BW to building model, the detection accuracy improves greatly. First, the research progress of intrusion detection is recalled, then the model based on Markov and BW is presented. An example of using system call trace data which is used in intrusion detection, is given to illustrate the performance of this model. Finally, comparison of detection ability between the above detection method and others is given. It is found that the IDS based on HMM System Call sequence has improve the accuracy greatly.
引用
收藏
页码：609 / +
页数：2
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