Anomaly Detection and What You Can’t See

Presented by

Craig Chamberlain, Director of Algorithmic Threat Detection & Jeremy Colvin, Technical Product Marketing Manager @ Uptycs

About this talk

What’s the advantage of anomaly detections? Join us this month as in-house expert Craig Chamberlain walks through examples of things anomaly detections can catch that rules-based detections are blind to. He’ll share how he engineers detections for scaling cloud environments and ways to hone them so it’s not just another false-positive alert cannon. There are a variety of use cases where anomaly detections outperform traditional methods of threat detection, with examples in this discussion focusing around supply chain and third-party access security. Walk away knowing why anomaly detections are the vital parallel function for traditional threat modeling and how to build trust within your team around the science behind statistical analysis. What you will learn: - Uncover alerts found using anomaly detections that were missed by traditional detection methods. - Use anomaly frameworks to secure supply chain and third party access use cases. - Understand the advantages, drawbacks, and differences between machine learning, artificial intelligence, and statistical modeling in familiar security use cases.
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