There are certain types of threats, like credential theft, or internal/external bad actors who have gained access to a network, that some SIEMs are going to have trouble flagging, and that's where UEBA comes in. It often makes use of machine learning to develop a threshold or baseline for what is normal activity and uses that to detect unusual patterns that could indicate a threat. However some SIEMs do try to close the gap as well.
Here are a number of solutions to consider.
Microsoft Sentinel is the point of departure for UEBA from Microsoft. Although Sentinel is not officially part of the Microsoft Defender 365 suite, they work together and leverage Sentinel's ability to detect and respond to advanced threats.
Cortex XDR by Palo Alto Networks makes use of machine learning to provide threat detectors for multiple data sources, including Active Directory, Okta, Ping, Azure AD and HR platforms such as Workday.
CrowdStrike Falcon outsources its UEBA component to Micro Focus Interset's UEBA offering.
Symantec Endpoint Protection integrates with Symantec Information Centric Analytics for its behavioral analytics.
And although the following aren't strictly endpoint protection platforms, they do provide UEBA for endpoints.
FortiSIEM teams up with an add-on called Advanced Agent for UEBA Telemetry which is a kernel-level agent to collect data to help detect unusual behavior that could reflect a compromised endpoint.
Similarly, LogRhythm UEBA is a cloud-native add-on to the LogRhythm SIEM Platform that uses machine learning to expose aberrations that could signal attacks.
And both Rapid7 InsightDR and Exabeams's Fusion SIEM offering, through its Exabeam Advanced Analytics, both provide UEBA functionality.
Search for a product comparison in Endpoint Protection Platform (EPP)
Many endpoint protection solutions provide UEBA capabilities. Some of the popular ones are:
Symantec Endpoint Protection: Symantec Endpoint Protection is an endpoint security solution that provides comprehensive protection against cyber threats, including advanced threats such as ransomware, zero-day attacks, and file-less attacks. It also includes UEBA capabilities that help identify insider threats and other anomalous behavior.
McAfee Endpoint Security: McAfee Endpoint Security is an advanced endpoint security solution that provides protection against all types of threats, including malware, ransomware, and other advanced threats. It also includes UEBA capabilities that provide real-time analysis of user behavior to identify potential threats.
Carbon Black Endpoint Security: Carbon Black Endpoint Security is a cloud-based endpoint protection solution that provides advanced threat protection, incident response, and UEBA capabilities. Its UEBA capabilities analyze user behavior and network activity to identify potential threats.
CrowdStrike Falcon Endpoint Protection: CrowdStrike Falcon Endpoint Protection is a cloud-based endpoint protection solution that provides advanced threat protection, EDR, and UEBA capabilities. Its UEBA capabilities leverage machine learning algorithms to analyze user and entity behavior and identify potential threats.
Palo Alto Networks Traps: Palo Alto Networks Traps is an advanced endpoint protection solution that provides protection against all types of threats, including malware, ransomware, and other advanced threats. It also includes UEBA capabilities that provide real-time analysis of user behavior to identify potential threats.
Personally, I like Bitdefender due to being feature rich but at a very sensible price point and easy to license will also work across multiple OS.
Bitdefender provides UEBA (User and Entity Behavior Analytics) capabilities as part of its endpoint protection solution. The UEBA technology is called Bitdefender GravityZone Advanced Endpoint Security with EDR, and it is designed to help organizations detect and respond to threats faster by analyzing the behavior of users and entities on endpoints.
Bitdefender GravityZone Advanced Endpoint Security with EDR uses machine learning algorithms and advanced analytics to analyze user and entity behavior, and it provides real-time alerts when anomalous behavior is detected. It also provides detailed reports that help security teams investigate and respond to potential threats.
In addition to UEBA capabilities, Bitdefender GravityZone Advanced Endpoint Security with EDR includes advanced threat prevention features such as antivirus, anti-malware, firewall, and device control. It also includes EDR (Endpoint Detection and Response) capabilities that enable security teams to investigate and respond to security incidents faster.
Overall, Bitdefender GravityZone Advanced Endpoint Security with EDR is a comprehensive endpoint protection solution that includes UEBA capabilities, advanced threat prevention features, and EDR capabilities, making it a good option for organizations looking for a complete endpoint security solution.
Instead of giving so many choices i can tell you PaloAlto have the best UEBA Capabilities. For more information regarding Cortex XDR of Paloalto Network you can connect with me
Find out what your peers are saying about Microsoft, SentinelOne, CrowdStrike and others in Endpoint Protection Platform (EPP). Updated: February 2025.
Endpoint Protection Platform (EPP) safeguards endpoints by preventing malware, detecting malicious activities, and providing a centralized management system.
Modern EPPs are designed to address the growing threat landscape with features like real-time monitoring, machine learning-based threat detection, and integration with other security tools. They offer comprehensive protection that includes antivirus, anti-malware, and endpoint detection and response capabilities.
What features...
There are certain types of threats, like credential theft, or internal/external bad actors who have gained access to a network, that some SIEMs are going to have trouble flagging, and that's where UEBA comes in. It often makes use of machine learning to develop a threshold or baseline for what is normal activity and uses that to detect unusual patterns that could indicate a threat. However some SIEMs do try to close the gap as well.
Here are a number of solutions to consider.
Microsoft Sentinel is the point of departure for UEBA from Microsoft. Although Sentinel is not officially part of the Microsoft Defender 365 suite, they work together and leverage Sentinel's ability to detect and respond to advanced threats.
Cortex XDR by Palo Alto Networks makes use of machine learning to provide threat detectors for multiple data sources, including Active Directory, Okta, Ping, Azure AD and HR platforms such as Workday.
CrowdStrike Falcon outsources its UEBA component to Micro Focus Interset's UEBA offering.
Symantec Endpoint Protection integrates with Symantec Information Centric Analytics for its behavioral analytics.
And although the following aren't strictly endpoint protection platforms, they do provide UEBA for endpoints.
FortiSIEM teams up with an add-on called Advanced Agent for UEBA Telemetry which is a kernel-level agent to collect data to help detect unusual behavior that could reflect a compromised endpoint.
Similarly, LogRhythm UEBA is a cloud-native add-on to the LogRhythm SIEM Platform that uses machine learning to expose aberrations that could signal attacks.
And both Rapid7 InsightDR and Exabeams's Fusion SIEM offering, through its Exabeam Advanced Analytics, both provide UEBA functionality.
Many endpoint protection solutions provide UEBA capabilities. Some of the popular ones are:
Personally, I like Bitdefender due to being feature rich but at a very sensible price point and easy to license will also work across multiple OS.
Bitdefender provides UEBA (User and Entity Behavior Analytics) capabilities as part of its endpoint protection solution. The UEBA technology is called Bitdefender GravityZone Advanced Endpoint Security with EDR, and it is designed to help organizations detect and respond to threats faster by analyzing the behavior of users and entities on endpoints.
Bitdefender GravityZone Advanced Endpoint Security with EDR uses machine learning algorithms and advanced analytics to analyze user and entity behavior, and it provides real-time alerts when anomalous behavior is detected. It also provides detailed reports that help security teams investigate and respond to potential threats.
In addition to UEBA capabilities, Bitdefender GravityZone Advanced Endpoint Security with EDR includes advanced threat prevention features such as antivirus, anti-malware, firewall, and device control. It also includes EDR (Endpoint Detection and Response) capabilities that enable security teams to investigate and respond to security incidents faster.
Overall, Bitdefender GravityZone Advanced Endpoint Security with EDR is a comprehensive endpoint protection solution that includes UEBA capabilities, advanced threat prevention features, and EDR capabilities, making it a good option for organizations looking for a complete endpoint security solution.
Instead of giving so many choices i can tell you PaloAlto have the best UEBA Capabilities. For more information regarding Cortex XDR of Paloalto Network you can connect with me