Data mining approaches for network intrusion detection: from dimensionality reduction to misuse and anomaly detection

This paper describes the use of data mining techniques to solve three important issues in network intrusion detection problems. The first goal is finding the best dimensionality reduction algorithm which reduces the computational cost while still maintains the accuracy. We implement both feature ext...

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Bibliographic Details
Main Authors: Syarif, Iwan (Author), Prugel-Bennett, Adam (Author), Wills, Gary (Author)
Format: Article
Language:English
Published: 2012-05.
Subjects:
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