Analysis of Anomalies in the Internet Traffic Observed at the Campus Network Gateway

Abstract

One of the key factors to bring success to machine learning (ML) based systems in the operational environments is trying to understand the domain-specific data better. A considerable portion of the literature in ML applied to intrusion detection uses outdated data sets based on a simulated network with a limited environment. The characteristics of the real… (More)

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