Improve your cybersecurity with machine learning and UEBA practices

This white paper examines integrating data science into User and Entity Behavior Analytics (UEBA) for cyberthreat mitigation, using Exabeam products as examples. It shows how combining statistical modeling with machine learning enhances threat detection.

Key topics include:

• The session object concept for data analytics
• Statistical modeling for profiling network entities
• Machine learning for asset classification and threat detection
• Enhancing security with peer context and event flow monitoring

The paper stresses that effective UEBA solutions must balance complexity and usability, offering analytics accessible to all analysts.

Learn how advanced analytics can bolster your security.

Vendor:: Exabeam
Posted:: Apr 5, 2025
Published:: Apr 5, 2025
Format:: PDF
Type:: White Paper

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