UEBA - User and Entity Behavior Analytics
Developments in UBA technology led Gartner to evolve the category to user and entity behavior analytics (UEBA). In September 2015, Gartner published the Market Guide for User and Entity Analytics by Vice President and Distinguished Analyst, Avivah Litan, that provided a thorough definition and explanation. UEBA was referred to in earlier Gartner reports but not in much depth. Expanding the definition from UBA includes devices, applications, servers, data, or anything with an IP address. It moves beyond the fraud-oriented UBA focus to a broader one encompassing "malicious and abusive behavior that otherwise went unnoticed by existing security monitoring systems, such as SIEM and DLP." The addition of "entity" reflects that devices may play a role in a network attack and may also be valuable in uncovering attack activity. "When end users have been compromised, malware can lay dormant and go undetected for months. Rather than trying to find where the outsider entered, UEBAs allow for quicker detection by using algorithms to detect insider threats."
Particularly in the computer security market, there are many vendors for UEBA applications. They can be "differentiated by whether they are designed to monitor on-premises or cloud-based software as a service (SaaS) applications; the methods in which they obtain the source data; the type of analytics they use (i.e., packaged analytics, user-driven or vendor-written), and the service delivery method (i.e., on-premises or a cloud-based)." According to the 2015 market guide released by Gartner, "the UEBA market grew substantially in 2015; UEBA vendors grew their customer base, market consolidation began, and Gartner client interest in UEBA and security analytics increased." The report further projected, "Over the next three years, leading UEBA platforms will become preferred systems for security operations and investigations at some of the organizations they serve. It will be—and in some cases already is—much easier to discover some security events and analyze individual offenders in UEBA than it is in many legacy security monitoring systems."
The most popular products in category UEBA - User and Entity Behavior Analytics All category products
Compare of products in the category UEBA - User and Entity Behavior Analytics
Hadoop |
Clouds |
On-premises software |
Advanced Analytics |
Incident Response |
Machine Learning |
Deep Learning |
Visibility into users via reports and dashboards |
Near real-time alerts |
Forensic Tools |
Customizable notification |
Role based reports |
Threat Intelligence reports |
Licensing model all based on identity |
Technologies integration |
Log collection from SaaS apps |
Logs and User context data from Active directory |
Logs from endpoint security solutions |
Network flow/Packet data |
Unstructured contextual data |
Log collection from OS, apps, services |
Meta data from electronic communications |
Statistical models |
Modelling based rules and signatures |
Catching users with anomaly behavior on start by baselining model |
System adaptation to user's dynamic role changes |
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Suppliers UEBA - User and Entity Behavior Analytics
- ARE
- AUS
- BHR
- BRA
- CAN
- CHE
- CHN
- DEU
- ESP
- FRA
- GBR
- IDN
- IRL
- ISR
- IND
- ITA
- JPN
- KOR
- NZL
- SWE
- SGP
- THA
- USA
