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Real time intrusion detection system using hybrid concept

Author: 
Monika Kumari and Sanchika Bajpai
Subject Area: 
Physical Sciences and Engineering
Abstract: 

With the expansion of computer networks, security has become a important issue for computer systems. The threat from attackers and criminal enterprises has grown with the expansion of Internet, therefore, intrusion detection systems have become a core component of computer network due to such threats. In this paper, we present framework integrated with neural network to build an effective intrusion detection system. In paper ANN and Naives Bayes strategies are used to detect the attacks in the system by using dynamic data or real time data. Naives Bayes is used to predict the attacks in the system. In prediction it has to specify that attacks is good or bad. After prediction the data is send to ANN which define the types of attacks are present in system. The systems are compared with existing approaches of intrusion detection which either uses neural network or based on layered framework.

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