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What is Optimizing EWMA for Intrusion Detection about?

This document discusses optimization methods for exponentially weighted moving average (EWMA) statistics. EWMA is used to monitor network traffic intensity and detect changes that could indicate intrusions. The document provides background on EWMA, describing how it calculates a weighted average that gives less weight to older data. It also discusses choosing the weighting factor lambda and setting control limits. The paper proposes using exponential smoothing to reduce the impact of random traffic variatio

Author

Liban Ali Mohamud

Language

EN