Intrusion Detection and Attack Classification Using K Means Algorithm and Artificial Neural Network

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Provided by: International journal of Engineering and Management Research (IJEMR)
Topic: Security
Format: PDF
An Intrusion Detection System (IDS) is a device or software application that monitors network or system activities for malicious activities or policy violations and produces reports to a management station. Majority of research is going on neural network and machine learning technique for detecting intrusions. In this paper, the authors present a layered framework integrated with neural network to build an effective intrusion detection system. Here, they make use of K-means clustering algorithm along with the back propagation neural networks algorithm.
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