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A Cooperative Network Intrusion detection Based on Fuzzy SVMs

DOI: 10.4304/jnw.5.4.475-483

Keywords: Fuzzy Theory , Support Vector Machine , Intrusion Detection , Incremental Learning

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Abstract:

There is a large number of noise in the data obtained from network, which deteriorates intrusion detection performance. To delete the noise data, data preprocessing is done before the construction of hyperplane

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