Read the white paper and understand:UEBA solutions employ a different approach by using variations of artificial intelligence and machine learning, advanced analytics, data enrichment, and data science to effectively combat advanced threats.Exabeam Launches Cloud Platform at RSAC 2020 to Extend its SIEM Solution with New Applications, Tools and ContentAttacks have become increasingly sophisticated, and often are invisible and undetectable by legacy security solutions. Security analysts do what they can with legacy tools, but these tend to swamp analysts with alerts that are difficult to understand and are often useless for rapid detection and remediation of advanced threats.1051 E. Hillsdale Blvd. Download the white paper today! 4th FloorFoster City, CA 94404A SIEM built on advanced data science, deep security expertise, and proven open source big data solutions.
Security teams can accelerate their investigations and hunt for such incidents through analytics-driven visibility.
Aruba IntroSpect’s User and Entity Behavioral Analytics (UEBA) automates the detection of insider threats from malicious insiders and negligent employees that are hard to detect by traditional means. The following are a list of 10 common UEBA Use Cases (Gartner, Mar 2017):Returning to our hypothetical enterprise, the baselines that have been collected over the course of several months show Erika consistently logging into the company VPN from the US. User and Entity Behavior Analytics (UEBA) is the analysis of user and entity behavior data to detect suspicious behaviors associated with security threats. Data collected from UEBA tools can also be used to supplement asset management programs to identify asset ownership by analyzing user-asset behavioral data.UEBA tools typically seek out the same or similar trends in data for unusual behavior anomalies or trends indicative of a security event or compromise. Catching Bad Behavior at Scale Requires Machine Learning. We analyze the top UEBA products. Due to the highly unusual nature of this behavior, you can alert the appropriate administrator to reset Erika’s password and investigate into this security incident further. Product. Advanced Analytics Modern threat detection using behavioral modeling and machine learning. User/Entity Behavior Analytics (UEBA) plays a key role in addressing these critical issues. UEBA tools establish baselines where ‘normal’ behavior can be defined and from which unique behavior can be quantified and tracked.Over time as the tool ingests more and more information about the environment it can ascertain a picture of normalized web activity data, geolocation data, and identify the files typically accessed by you, your team, and other teams across the company in a way that reflects typical system behavior.UEBA technology assists organizations by identifying suspicious behavior before it substantially disrupts the organization. Either way, it’s bad behavior and we catch it – in real-time, on a continuous basis, so you don’t lose data or IP.
Baselines created by the system allow the self-learning solution to process appropriate user behavioral patterns and emphasize tendencies and potential internal threats. Recently, however, the logins have been coming from Russia and China. Cloud Connectors Reliably collect logs from over 40 cloud services into Exabeam or any other SIEM to enhance your cloud security. Ideally, the UEBA tool identifies behaviors similar to these earlier so that consequences can be averted.“Actively manage the life cycle of system and application accounts — their creation, use, dormancy, deletion — in order to minimize opportunities for attackers to leverage them.” (Center for Internet Security, 2019)Beyond the CIS controls, healthcare, financial, and energy related organizations will seek out UEBA solutions in order to satisfy governance or service-level requirements related to data collection, retention, monitoring, and security.When unusual behavior is detected, the weight of the unusual behavior is determined relative to various entity attributes assigned to the respective user/entity. Examples of unusual behavior include logins from atypical locations, logins from new devices, or accessing data outside of normal hours. Includes use cases for insider threat, cyber threat, fraud, cloud security, and business applications. You read about these successful data breaches almost on a daily basis. User and Entity Behavior Analytics Use Cases.