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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

UEBA
Insight
Aug 12

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 rarely flag. UEBA systems address this gap by monitoring non-user entities alongside human users, using machine learning to establish behavioral baselines and detect deviations. Malicious…

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UEBA
Open World Evaluation
Jul 28

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: See feature descriptions. User and entity behavior analytics (UEBA) tools help enterprises discover modern zero-day and…

UEBA
Insight
Jun 30

Top Open Source UEBA Tools & Commercial Alternatives

At their core, UEBA solutions identify patterns in data, whether from real-time streams or historical datasets. After reviewing the documentation for each open-source UEBA framework and tool, I selected the leading open-source behavior analytics technologies that provide standard SIEM-like capabilities, alerting, support for the MITRE ATT&CK threat intelligence framework, and API-based ingestion from data sources.…