Best User and Entity Behavior Analytics (UEBA) Software
User and entity behavior analytics (UEBA) software is a family of tools used to develop and model baseline behaviors for people and hardware within a network, with the ultimate goal of identifying abnormalities and alerting security staff. These tools leverage machine learning to identify patterns and monitor user or machine behaviors, notifying stakeholders of abnormal activity, malicious behavior, or performance issues that arise from mistakes or improper operational actions.
Companies use UEBA technology to protect their sensitive information and business critical systems from both external and insider threats. These may be employees or partners that partake in nefarious activities such as stealing data, adjusting privileges, or violating company policies. UEBA solutions can also detect compromised accounts that may have resulted from weak passwords or phishing scams that provide network access to unapproved parties. UEBA can uncover a number of external threat types as well; most notably, brute force attacks and privilege escalation.
UEBA functions on a similar basis as risk-based authentication (RBA) software and zero trust networking software. Both of these tools use machine learning to evaluate risk and identify threat actors, but neither is designed to constantly monitor user behavior within a specific network. RBA takes into account variables such as historic access, location, and IP address to determine risk when authenticating. Zero trust network architectures are designed segment networks and monitor network activity. If threats are detected, a segment of the network or an individual endpoint will be restricted from network access.
To qualify for inclusion in the User and Entity Behavior Analytics (UEBA) category, a product must:
Featured User and Entity Behavior Analytics (UEBA) Software At A Glance
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Organizations today face a serious challenge: managing numerous security vendors and tools while confronting an ever-evolving threat landscape. Sophisticated adversaries are becoming smarter, faster,
109,750 Twitter followers
Safetica’s Intelligent Data Security protects sensitive data where teams work, using powerful AI to deliver contextual awareness, reduce false positives, and stop real threats without disrupting produ
Safetica is a security software that provides an overview of network security status, helps set security policies, and offers data protection and insider threat prevention. Reviewers appreciate the easy installation, user-friendly interface, comprehensive data protection, and the ability to generate reports on file usage and behavior without needing extensive technical knowledge. Users reported issues with slow dashboard response times, compatibility issues with Linux OS, problems with updates, and the lack of visibility in web Outlook and limited control over certain apps.
667 Twitter followers
Cynet is the unified, AI-powered cybersecurity platform that delivers robust and comprehensive protection for security teams while maximizing operational efficiency for managed service providers (MSPs
1,130 Twitter followers
Varonis is fighting a different battle than conventional cybersecurity companies. Our cloud-native Data Security Platform continuously discovers and classifies critical data, removes exposures, and de
Varonis Data Security Platform is a solution that provides visibility into data access and user behavior across file shares, cloud storage, and sensitive repositories. Reviewers like the platform's ability to identify overexposed data, excessive permissions, and abnormal access patterns, and appreciate its alerting, audit trails, and behavioral analytics that improve incident response time and help investigate insider risk, ransomware activity, and data exfiltration attempts. Users mentioned that initial deployment and tuning can be resource intensive, especially in large or complex environments, and that some alerts require careful baselining to reduce noise, with reporting customization taking time to master.
6,378 Twitter followers
Product Description: Palo Alto Networks' Cortex XSIAM is an AI-driven security operations platform designed to transform traditional Security Operations Centers by integrating and automating key func
128,280 Twitter followers
Microsoft Defender for Identity enables you to integrate Microsoft Defender for Identity with Defender for Endpoint, for an even more complete threat protection solution. While Defender for Identity m
13,088,482 Twitter followers
Teramind is a unified workforce intelligence and cybersecurity platform that provides organizations with comprehensive visibility into employee activity, data movement, and insider risk across endpoin
Teramind is a platform that allows companies to track progress, improve consistency, and enhance productivity by monitoring employee activities. Users frequently mention the platform's excellent visibility, detailed analytics, behavior alerts, customizable policies, and the ability to monitor remote employees as key benefits. Reviewers noted that the user interface can be difficult to navigate, especially for new administrators, and that setting time-based filters specifically associated with application execution could be improved.
882 Twitter followers
Rapid7 InsightIDR is a SaaS SIEM for modern threat detection and response. InsightIDR enables security analysts to work more efficiently and effectively, by unifying diverse data sources, providing ea
123,801 Twitter followers
ActivTrak helps enterprises drive operational efficiency through AI-powered workforce intelligence. Its award-winning platform transforms work activity data into actionable insights for workforce mana
5,863 Twitter followers
NetWitness is a comprehensive threat detection, investigation and response platform that combines visibility, analytics, insight, and automation into a single solution. It collects and analyzes data a
1,626 Twitter followers
CyberArk Identity Overview CyberArk Identity is a SaaS-delivered suite of solutions designed to simplify identity and access management in enterprises. CyberArk Identity unifies Workforce Access and
17,726 Twitter followers
New-Scale Fusion combines New-Scale SIEM and New-Scale Analytics to form the cloud-native New-Scale Security Operations Platform. Fusion applies AI and automation to security operations workflows to d
5,375 Twitter followers
ADAudit Plus is a UBA-driven auditor that helps keep your AD, Azure AD, file systems (including Windows, NetApp, EMC, Synology, Hitachi, and Huawei), Windows servers, and workstations secure and compl
137,095 Twitter followers
Securonix is working to radically transform all areas of data security with actionable security intelligence.
4,292 Twitter followers
Adlumin, an N-able Company, provides enterprise-grade cybersecurity for organizations of all sizes through its innovative Security Operations as a Service platform. With an agnostic approach, the Adlu
15,897 Twitter followers
