文章基本信息

标题：Intrusion Detection System Using ID3 Algorithm
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作者：Laxman S. Naik ; Abhishek D. Jadhav ; Santosh R. Karambele 等
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2018
卷号：6
期号：3
页码：2345
DOI：10.15680/IJIRCCE.2017.0603104
出版社：S&S Publications
摘要：Intrusion Detection System (IDS) is a security system that acts as a protection layer to the infrastructure.Now a day threats and attacks are very common. It has to be handled in a more efficient and effective way. Many times,we see new attack techniques. So there must be a mechanism to monitor and control these activities. There is need fornew type of protection. IDS aims to monitor attacks. System can easily recognize how intrusion is occurred and whocreates it. As well as it can prevent this attacks by sending notification to the admin. System working is done with thehelp of ID3 algorithm concepts. In this system, log files are created. On the basis of log files system detect the intrusionis occur or not. ID3 builds a decision tree from a fixed set of examples and a defined tree is used to classify futuresamples. In the decision tree, the leaf nodes contain the class name whereas a non-leaf node is a decision node defined.
关键词：ID3; IDS