UEBA
User and Entity Behavior Analytics (UEBA) is a cybersecurity approach to identify security threats based on behavioral analytics.
Top Open Source UEBA Tools & Commercial Alternatives
At their core, UEBA solutions identify patterns in data, whether from real-time streams or historical datasets. Commercial UEBA tools such as ManageEngine Log360 keep their proprietary ML models closed. Having access to these models allows analysts to extract relevant patterns from data and refine anomaly-detection processes. Open-source UEBA tools give users full access to these…
Top 16 UEBA Use Cases for Today's SOCs in 2026
Traditional security measures, such as web gateways, firewalls, IPS tools, and VPNs, are no longer sufficient to defend against modern cyberattacks. Attackers routinely operate using valid credentials that rule-based tools never flag. UEBA systems address this gap by monitoring non-user entities alongside human users, using machine learning to establish behavioral baselines and detect deviations. This…