Title: Performance Optimization for Network Anomaly Detection Using Rough Set Attribution Reduction
Abstract:Discussed method of network anomaly detectio n using rough-set-attribution-reduction-based SVM.The testing data set from KDD 99 were experimented by respectively using attribution-reduction-based SVM ...Discussed method of network anomaly detectio n using rough-set-attribution-reduction-based SVM.The testing data set from KDD 99 were experimented by respectively using attribution-reduction-based SVM and original SVM.The experiment results showed that,compared with applying SVM directly,to apply attribution-reduction-based SVM in network anomaly detection can reduce effectively training time without obviously losing detection accuracy.Read More
Publication Year: 2010
Publication Date: 2010-01-01
Language: en
Type: article
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