Exploration of Novel Layered Models for Improving Minority Attack Detection in IDS

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Provided by: Creative Commons
Topic: Security
Format: PDF
The security on the network is a critical issue due to the wideness of the network. The goal of Intrusion Detection System (IDS) is to detect illegitimate use that deviates significantly from normal behavior, through constantly monitoring unusual user activity. While variety of security techniques are being developed and a lot of research is going on intrusion detection, but the field lacks an integrated approach with high detection rate for minority attacks namely R2L and U2R. Minority attacks are more dangerous than majority attacks like DoS and Probe.
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