Best User and Entity Behavior Analytics (UEBA) Software for Linux of 2026

Graylog Security integrates artificial intelligence, machine learning, and behavioral analysis to empower teams in identifying and addressing threats that conventional rules often overlook. Its User and Entity Behavior Analytics (UEBA) continuously evolves by learning the typical behaviors of users, hosts, and applications, allowing it to adjust to emerging behaviors and risks. By connecting anomalies with log data, asset information, and threat intelligence, Graylog effectively identifies significant threats—like insider threats or credential misuse—while minimizing false alarms. The platform's AI-driven summarization and structured investigation processes provide analysts with clear insights and expedite the triage process, enabling them to translate intricate data into prompt, informed decisions.

ADAudit Plus enhances the security and compliance of your Windows Server environment by delivering comprehensive insights into all operational activities. It offers a detailed overview of modifications made to Active Directory (AD) resources, encompassing AD objects and their respective attributes, group policies, and more. By conducting thorough AD audits, organizations can identify and mitigate insider threats, misuse of privileges, and other signs of potential security breaches, thereby bolstering their overall security framework. The tool enables users to monitor intricate details within AD, including entities such as users, computers, groups, organizational units (OUs), group policy objects (GPOs), schemas, and sites, along with their associated attributes. Furthermore, it tracks user management activities like the creation, deletion, password resets, and alterations in permissions, providing insights into the actions taken, the responsible individuals, the timing, and the originating locations. Additionally, it allows organizations to monitor the addition or removal of users from security and distribution groups, ensuring that access privileges are kept to the necessary minimum, which is critical for maintaining a secure environment. This level of oversight is vital for proactive security management and compliance adherence.

Teramind provides a user-centric security approach to monitoring your employees’ digital behavior. Our software streamlines employee data collection in order to identify suspicious activity, improve employee productivity, detect possible threats, monitor employee efficiency, and ensure industry compliance. We help reduce security incidents using highly customizable Smart Rules that can alert, block or lockout users when rule violations are detected, to keep your business running securely and efficiently. Our live and recorded screen monitoring lets you see user actions as they’re happening or after they’ve occurred with video-quality session recordings that can be used to review a security or compliance event, or to analyze productivity behaviors. Teramind can be installed in minutes and can be deployed either without employees knowing or with full transparency and employee control to maintain trust.

CUX in nutshell: ✔ User Behavior Analysis ✔ Experience Metrics ✔ Goal-Oriented Analysis ✔ Conversion Waterfalls ✔ Entire Visits Recording ✔ Heatmaps ✔ Pre-analysis & Alerts ✔ Auto-capture Events ✔ Retroactive Analysis ✔ 100% GDPR-compliant ✔ Data stored in EOG ✔ SSL secured

Syteca — control privileged access and detect identity threats in one place. Syteca is a PAM platform built from the ground up with identity threat detection and response (ITDR) capabilities. Instead of bolting on monitoring after the fact, Syteca was designed monitoring-first: every privileged session is visible, recorded, and auditable from the start. The platform covers the full privileged access lifecycle — account discovery, credential vaulting, just-in-time access provisioning, MFA, and manual approval workflows. What sets it apart is what happens after access is granted: continuous session monitoring, risk detection during active sessions, and automated response actions (block the user, terminate the session, kill the process). Syteca works across Windows, macOS, and Linux, and supports on-premises, cloud, and hybrid deployments. Licensing is modular — you select and pay for the capabilities you actually need. Trusted by 1,500+ organizations in 70+ countries. Recognized by Gartner and KuppingerCole. Key solutions: - Privileged Access Management - Password Management - Privileged Remote Access - User Activity Monitoring - Insider Threat Management - Real-time Alerts & Incident Response - Enhanced Auditing and Reporting

Innspark, a rapidly-growing DeepTech Solutions company, provides next-generation cybersecurity solutions to detect, respond and recover from sophisticated cyber threats, attacks, and incidents. These solutions are powered by advanced Threat Intelligence and Machine Learning to give enterprises a deep view of their security. Our core capabilities include Cyber Security and Large Scale Architecture, Deep Analysis and Reverse Engineering, Web-Scale Platforms. Threat Hunting, High-Performance Systems. Network Protocols & Communications. Machine Learning, Graph Theory.

Plurilock AI Cloud, a cloud native single sign-on platform (SSO), passwordless platform (FIDO2/webauthn), as well as a cloud access security broker (CASB), is designed for cloud-centric businesses that rely on an army SaaS applications. Plurilock AI Cloud allows companies to give their employees the ability to sign in once and access all their applications. They can also gain extensive control over access to their applications and workflows by device, location and time of day. Plurilock AI Cloud, part of Plurilock AI Platform, is a simple way to expand to endpoint-based DLP and then to continuous, real time authentication and user/entity behaviour analytics (UEBA) to detect and respond to real-time biometric threats. Based on feedback from actual customers, Plurilock AI Cloud has been rated as the best in the industry for customer satisfaction.