Category: Anomaly Detection
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Evolution of Network Baselines – From Statistics to Machine Learning
In this blogpost, we talk about the benefits of having accurate baselines, metrics used, systematic approach to baselining the network and how complex networks can use Machine Learning to create dynamic baselines.
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The Art and Science of Network Anomaly Detection – Part 2
In this post, we will look at different network anomaly detection methods, challenges and implementations of anomaly detection.
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The Art and Science of Network Anomaly Detection – Part 1
In this post, we will attempt to define what network anomalies are, identify their causes and classify them using various criteria.