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Your UEBA is lying to you: Why entity record quality decides everything

infoelastic_securityPublished 2026-05-05

<p>There's an uncomfortable truth in security analytics that nobody talks about at conferences: The quality of your detections, alerts, and investigations is only as good as the entity records that represent the users, hosts, and services in your environment.</p> <p>Not the machine learning models. Not the anomaly detection algorithms. Not the risk scoring engine. The <em>entities</em>: the founda

Original source: https://www.elastic.co/security-labs/ueba-entity-record-quality-analytics