Clustering Approach for Network Traffic by using Online Efficient Incremental Clustering

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Provided by: Creative Commons
Topic: Data Management
Format: PDF
Data streams are continuous flow of data include network packets, surveillance, financial market and day-to-day business. Their volume and speed is a great challenge for data mining community to mine them A large number of researches have been proposed on intrusion detection system, which leads to the implementation of agent based Intelligent IDS (IIDS), Non - Intelligent IDS (NIDS), signature based IDS etc. While building such IDS models, learning algorithms from flow of network traffic plays crucial role in accuracy of IDS systems.
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