Best On-Premises User and Entity Behavior Analytics (UEBA) Software

Graylog Security combines AI, machine learning, and behavioral analytics to help teams detect and respond to threats that traditional rules miss. Its User and Entity Behavior Analytics (UEBA) continuously learns what normal activity looks like across users, hosts, and applications, adapting to new behaviors and risks over time. By correlating anomalies with log, asset, and threat intelligence data, Graylog highlights meaningful threats—such as insider activity or credential misuse—while filtering out false positives. Built-in AI summarization and guided investigation workflows give analysts clear context and faster triage, turning complex data into confident, timely decisions.

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 productivity. With Safetica, security teams can maintain visibility and control over sensitive data, stay ahead of insider risks, maintain compliance, and secure sensitive cloud-based data. ✔️ Data Protection: Classify, monitor and control sensitive data across devices and clouds in real time. ✔️ Insider Risk and User Behavior: Spot risky behavior, detect intent, and stop insider threats to stay ahead of the careless handling of sensitive data, compromised user accounts and malicious user activity. ✔️ Compliance and Data Discovery: Prove compliance with audit-ready reporting for data in use, in motion, and at rest. ✔️ Cloud Security: Protect Microsoft 365, cloud, and file-sharing platforms to secure sensitive cloud-based data.

Market-leading SIEM built to outpace the adversary with speed, scale and accuracy As digital threats loom large and cyber adversaries grow increasingly sophisticated, the roles of SOC analysts are more critical than ever. Going beyond threat detection and response, QRadar SIEM enables security teams face today’s threats proactively with advanced AI, powerful threat intelligence, and access to cutting-edge content to maximize analyst potential. Whether you need cloud-native architecture built for hybrid scale and speed or a solution to complement your on-premises infrastructure, IBM can provide you with a SIEM to meet your needs. Experience the power of IBM enterprise-grade AI designed to amplify the efficiency and expertise of every security team. With QRadar SIEM, analysts can reduce repetitive manual tasks like case creation and risk prioritization to focus on critical investigation and remediation efforts.

Help Security Operations teams protect on-premises identities and correlate signals with Microsoft 365 using Microsoft Defender for Identity. Helps eliminate on-premises vulnerabilities to prevent attacks before they happen. Helps Security Operations teams use their time effectively by understanding the greatest threats. Helps Security Operations by prioritizing information so they focus on real threats, not false signals. Get cloud-powered insights and intelligence in each stage of the attack lifecycle with Microsoft Defender for Identity. Help Security Operations identify configuration vulnerabilities and get recommendations for resolving them with Microsoft Defender for Identity. Identity security posture management assessments are integrated directly with Secure Score for visibility. Prioritize the riskiest users in your organization using a user investigation priority score based on observed risky behavior and number of prior incidents.

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 & 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.

tirreno is an open-source security framework. tirreno helps understand, monitor, and protect your product from threats, fraud, and abuse. While classic cybersecurity focuses on infrastructure and network perimeter, most breaches occur through compromised accounts and application logic abuse that bypasses firewalls, SIEM, WAFs, and other defenses. tirreno detects threats where they actually happen: inside your product. Core components SDKs & API - Integrate tirreno into any product with SDKs. Send events with full context in a few lines of code. Built-in dashboard - Monitor and understand your product's security events from a single interface. Ready for use in minutes. Single user view - Analyze behaviour patterns, risk scores, connected identities, and activity timelines for a specific user. Rule engine - Calculate risk scores automatically with preset rules or create your own customized for your product. Review queue -Automatically suspend accounts with risky even

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. Trusted by 1,500+ organizations in 70+ countries. Recognized by Gartner and KuppingerCole.

Our platform analytically monitors threats and prioritizes risk — enabling leaders and operators to act with confidence when it matters most. Instead of starting with a massive pool of data and then mining it for usable threat intelligence, we first build a system for transforming human expertise into models that can evaluate complex security problems. With further analytics we can then automatically score the highest-priority threat signals and rapidly deliver them to the right people at the right time. We have also built a tightly integrated ‘ecosystem’ of web and mobile apps to enable our users to manage their critical assets and incident responses. The result is our on-premises or cloud-based Haystax Analytics Platform for early threat detection, situational awareness and information sharing. Read on to learn more!

Pathlock brings simplicity to customers who are facing the security, risk, and compliance complexities of a digitally transformed organization. New applications, new threats, and new compliance requirements have outpaced disparate, legacy solutions. Pathlock provides a single platform to unify access governance, automate audit and compliance processes, and fortify application security. With Pathlock, some of the largest and most complex organizations in the world can confidently handle the security and compliance requirements in their core ERP and beyond. Whether it’s minimizing risk exposure and improving threat detection, handling SoD with ease, or unlocking IAM process efficiencies – Pathlock provides the fastest path towards strengthening your ERP security & compliance posture.

Innspark is a fast-growing DeepTech Solutions company that provides next-generation out-of-the-box cybersecurity solutions to detect and respond to sophisticated cyber incidents, threats, and attacks. The solutions are powered by advanced Threat Intelligence, Machine Learning, and Artificial Intelligence to provide deep visibility of an enterprise’s security. Our key capabilities include Cyber Security, Large Scale Architecture, Deep Analysis, Reverse Engineering, Web-Scale Platforms, Threat Hunting, High-Performance Systems, Network Protocols & Communications, Machine Learning, Graph Theory, and several others.

LinkShadow Network Detection and Response (NDR) ingests network traffic and uses machine learning to detect malicious activity and to understand security risks and exposure. It combines detection for known attack behavior with the ability to recognize what is typical for any given organization, flagging unusual network activity or session that can indicate an attack. Once a malicious activity is detected, LinkShadow NDR responds using third-party integration like firewall, Endpoint Detection and Response (EDR), Network Access Control (NAC) etc. NDR solutions analyze network traffic to detect malicious activity inside the perimeter—otherwise known as the east-west corridor—and support intelligent threat detection, investigation, and response. Using an out-of-band network mirror port, NDR solutions passively capture network communications and apply advanced techniques, including behavioral analytics and machine learning, to identify known and unknown attack patterns.