Propose HMNIDS Hybrid Multilevel Network Intrusion Detection System

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Provided by: International Journal of Computer Science Issues
Topic: Security
Format: PDF
In this paper, the authors present a proposal Hybrid Multilevel Network Intrusion Detection System (HMNIDS) which is a \"Hybrid Multilevel IDS\", is hybrid because use misuse and anomaly techniques in intrusion detection, and is multilevel since it applies the two detection techniques hierarchal in two levels. First level applies anomaly ID technique using Support Vector Machine (SVM) for detecting the traffics either normal or intrusions, if normal then passes it else the system input the intrusion traffic to the second level to detect the class of intrusion where this level apply Misuse ID technique using Artificial Neural Networks (ANN).
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