Title: Network Intrusion Detection Based on Improved Support Vector Machine
Abstract: Intrusion detection must be needed in any integral complete security network system.The serious security problems require better performance for intrusion detection system.The traditional intrusion detection systems have high false negative rate,So it is important to introduce machine learning into intrusion detection systems to improve the performance.Support vector machine(SVM) is one kind of the machine learning technologies based on the statistic learning theory(SLT).It found its application in intrusion detection successful.Discuss the applications of improved SVM algorithm.The experiment proves that detecting intrusion based on optimized SVM improves the detection performance.
Publication Year: 2009
Publication Date: 2009-01-01
Language: en
Type: article
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