UEBA
UEBA solutions use behavioral analytics and machine learning to detect insider threats, compromised accounts, and abnormal system activity. We review top tools, use cases, and open-source tools.
Open Source UEBA Tools & Commercial Alternatives in 2025
At their core, UEBA solutions aim to identify patterns in data, whether from real-time streams or historical datasets. Open source UEBA tools After reviewing the documentation of each open-source UEBA frameworks/tool, I listed leading open-source behavior analytics technologies that provide standard SIEM-like capabilities (e.g., alerting, MITRE ATT&CK threat intelligence framework, API-based ingestion from data sources).
Top 9 User and Entity Behavior Analytics (UEBA) Tools in 2025
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.