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CybersecuritySecurity ToolsUEBA

UEBA

User and Entity Behavior Analytics (UEBA) is a cybersecurity approach to identify security threats based on behavioral analytics.

Top 16 UEBA Use Cases for Today's SOCs in 2026

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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.

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Top Open Source UEBA Tools & Commercial Alternatives

At their core, UEBA solutions identify patterns in data, whether from real-time streams or historical datasets.

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Top 9 User and Entity Behavior Analytics (UEBA) Tools

As a CISO in a highly regulated industry with ~2 decades of cybersecurity expertise, I compared the top 9 user and entity behavior analytics (UEBA) tools that can help SOCs detect abnormal and potentially dangerous user and device behavior: Feature comparison See feature descriptions.