Anomaly detection and Explanation with Isolation Forest and SHAP using Microsoft Sentinel Notebooks

With special thanks to Ishna Kaul for designing anomaly detection algorithms and sharing the research which lead to this blog and notebook. Also, Thanks to @AmritpalSingh for review and all the suggestion to improve this further.   Introduction In this blog, we will demonstrate how you can identify anomalous Windows network logon sessions using an Isolation Forest algorithm […]

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