Best User and Entity Behavior Analytics (UEBA) Software for ServiceNow

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.

ActivTrak is a cloud-native workforce intelligence platform that transforms work activity data into actionable insights for employee monitoring, productivity and performance management, and workforce planning capabilities that deliver measurable ROI. Deployment is quick and easy — start collecting data in minutes.

In today’s landscape, numerous cyberattacks are engineered to bypass conventional defenses that rely on signatures, such as file hash checks and lists of known malicious domains. These attacks often employ low and slow methods, including dormant or time-triggered malware, to breach their intended targets. The market is saturated with security solutions that assert they utilize cutting-edge analytics or machine learning to enhance detection and response capabilities. However, it's important to recognize that not all analytics hold the same weight. Securonix UEBA employs advanced machine learning and behavioral analytics to meticulously examine and link interactions among users, systems, applications, IP addresses, and data. This solution is lightweight, agile, and can be deployed rapidly, effectively identifying complex insider threats, cyber risks, fraudulent activities, cloud data breaches, and instances of non-compliance. Additionally, its integrated automated response protocols and flexible case management workflows empower your security team to tackle threats with speed, precision, and effectiveness, ultimately strengthening your overall security posture.

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

Netwrix Threat Manager is an advanced threat detection solution built to help organizations identify and respond to cyber threats in real time. It uses machine learning and behavioral analytics to establish normal activity patterns and detect anomalies. The platform monitors key systems such as Active Directory, Entra ID, and file environments to uncover suspicious behavior. It helps detect a wide range of threats, including ransomware activity, insider threats, and unauthorized access attempts. Netwrix Threat Manager connects individual events into complete attack chains, making it easier for security teams to investigate incidents. The solution also provides automated response capabilities to block and contain threats as they occur. It includes honeytoken deception techniques that help identify attackers attempting to access sensitive resources. The platform improves visibility by providing detailed insights into user behavior and system activity. It supports faster incident response by prioritizing critical threats and reducing investigation time. Netwrix Threat Manager integrates with existing security tools and infrastructure. By combining detection, analysis, and response, it helps organizations improve their ability to prevent and manage security incidents.

Be aware of the indicators that suggest privileged account misuse. Notable signs include a sudden surge in access to privileged accounts by specific users or systems, unusual patterns of access to the most sensitive accounts or secrets, multiple privileged accounts being accessed simultaneously, and logins occurring at odd hours or from unexpected locations. Utilizing Privileged Behavior Analytics can effectively identify these irregularities and promptly notify your security team of a potential cyber threat or insider risk before a major breach occurs. With the help of Delinea's Privileged Behavior Analytics, which employs sophisticated machine learning techniques, you can monitor privileged account activities in real-time to detect anomalies and generate threat assessments along with customizable alerts. This advanced technology scrutinizes all actions associated with privileged accounts, allowing you to recognize issues and evaluate the severity of a potential breach. By enhancing security measures, your organization can significantly lower security risks, ultimately saving your department valuable time, resources, and money while optimizing the investment you have already made in security solutions. Additionally, staying vigilant about these warning signs fosters a culture of cybersecurity awareness within your organization.

Securonix Unified Defense SIEM is an advanced security operations platform that integrates log management, user and entity behavior analytics (UEBA), and security incident response, all driven by big data. It captures vast amounts of data in real-time and employs patented machine learning techniques to uncover sophisticated threats while offering AI-enhanced incident response for swift remediation. This platform streamlines security operations, minimizes alert fatigue, and effectively detects threats both within and outside the organization. By providing an analytics-centric approach to SIEM, SOAR, and NTA, with UEBA at its core, Securonix operates as a fully cloud-based solution without compromises. Users can efficiently collect, identify, and address threats through a single, scalable solution that leverages machine learning and behavioral insights. Designed with a results-oriented mindset, Securonix takes care of SIEM management, allowing teams to concentrate on effectively addressing security threats as they arise.

Acceptto observes user behavior, transaction patterns, and application interactions to build a comprehensive user profile tailored to each application environment, allowing it to assess whether access attempts are valid or pose a security risk. The system operates without relying on traditional passwords or tokens. By leveraging its risk engine, Acceptto evaluates the legitimacy of access attempts by monitoring user and device posture before, during, and after the authentication process. In a landscape where identities face continuous threats, we provide a seamless, step-up authentication procedure complemented by real-time threat analytics. The risk score generated by our advanced AI and machine learning algorithms determines a dynamic level of assurance (LoA) for each access attempt. Our innovative strategy automatically identifies the most effective policy for every transaction, optimizing security while reducing user friction through AI-driven insights. This ensures a streamlined user experience that upholds robust security standards across the enterprise. In essence, Acceptto redefines security by integrating advanced technology with user-centric design.

Pathlock has transformed the market through a series strategic mergers and acquisitions. Pathlock is changing the way enterprises protect their customer and financial data. Pathlock's access orchestration software supports companies in their quest to Zero Trust by alerting them to violations and taking steps to prevent loss. Pathlock allows enterprises to manage all aspects related to access governance from one platform. This includes user provisioning and temporary elevation, ongoing User Access Review, internal control testing, continuous monitoring, audit preparation and reporting, as well as user testing and continuous controls monitoring. Pathlock monitors and synthesizes real user activity across all enterprise apps where sensitive activities or data are concentrated, unlike traditional security, risk, and audit systems. It identifies actual violations and not theoretical possibilities. All lines of defense work together to make informed decision with Pathlock as their hub.

Cisco Identity Intelligence is an AI-driven solution that effectively connects authentication with access management, delivering unparalleled security insights without causing disruptions. By integrating authentication and access controls, the Cisco Identity Intelligence solution fortifies your attack surface, preemptively defending against potential intrusions. Gain comprehensive visibility into identity activities, allowing you to address vulnerable accounts, eradicate risky permissions, and prevent high-risk access attempts. With its effortless deployment, the Cisco Identity Intelligence solution enhances other Cisco security frameworks, offering enriched capabilities that guide appropriate responses to various threats. Given the escalating sophistication of attackers' strategies, the Cisco Identity Intelligence solution is meticulously designed to safeguard your organization from identity-related threats, regardless of their complexity. This proactive approach ensures that your security measures are not only reactive but also anticipatory, adapting to emerging risks as they arise.