Alternatives to Gray Swan

Compare Gray Swan alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Gray Swan in 2026. Compare features, ratings, user reviews, pricing, and more from Gray Swan competitors and alternatives in order to make an informed decision for your business.

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    SOCRadar Extended Threat Intelligence
    SOCRadar provides a unified, cloud-hosted platform designed to enrich your cyber threat intelligence by contextualizing it with data from your attack surface, digital footprint, dark web exposure, and supply chain. We help security teams see what attackers see by combining External Attack Surface Management, Cyber Threat Intelligence, and Digital Risk Protection into a single, easy-to-use solution. This enables your organization to discover hidden vulnerabilities, detect data leaks, and shut down threats like phishing and brand impersonation before they can harm your business. By combining these critical security functions, SOCRadar replaces the need for separate, disconnected tools. Our holistic approach offers a streamlined, modular experience, providing a complete, real-time view of your threat landscape to help you stay ahead of attackers.
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  • 2
    Criminal IP

    Criminal IP

    AI SPERA

    Criminal IP is a cyber threat intelligence solution that provides decision-ready threat intelligence, and attack surface management solutions to security teams worldwide. By continuously scanning the global internet, Criminal IP aggregates and contextualizes threat signals across IPs, domains, URLs, and attack infrastructure, covering malicious indicators, known vulnerabilities, exposed assets, and attacker behavior. Criminal IP's mission is to give organizations real visibility into their cyber landscape and accelerate threat detection and response by delivering the intelligence needed to outsmart attackers.
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  • 3
    Recorded Future

    Recorded Future

    Recorded Future

    Recorded Future is the world’s largest provider of intelligence for enterprise security. By combining persistent and pervasive automated data collection and analytics with human analysis, Recorded Future delivers intelligence that is timely, accurate, and actionable. In a world of ever-increasing chaos and uncertainty, Recorded Future empowers organizations with the visibility they need to identify and detect threats faster; take proactive action to disrupt adversaries; and protect their people, systems, and assets, so business can be conducted with confidence. Recorded Future is trusted by more than 1,000 businesses and government organizations around the world. The Recorded Future Security Intelligence Platform produces superior security intelligence that disrupts adversaries at scale. It combines analytics with human expertise to unite an unrivaled variety of open source, dark web, technical sources, and original research.
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    Arctic Wolf

    Arctic Wolf

    Arctic Wolf

    Arctic Wolf is an AI-driven cybersecurity platform designed to help organizations prevent, detect, and respond to cyber threats effectively. It combines advanced technology with expert security services to deliver comprehensive protection across an organization’s digital environment. The platform integrates multiple security capabilities into a unified system, providing visibility and control over threats and vulnerabilities. Arctic Wolf focuses on reducing cyber risk by offering continuous monitoring and rapid response to incidents. By delivering end-to-end security solutions, it helps organizations build resilience and maintain operational continuity.
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    Cisco AI Defense
    Cisco AI Defense is a comprehensive security solution designed to enable enterprises to safely develop, deploy, and utilize AI applications. It addresses critical security challenges such as shadow AI—unauthorized use of third-party generative AI apps—and application security by providing full visibility into AI assets and enforcing controls to prevent data leakage and mitigate threats. Key components include AI Access, which offers control over third-party AI applications; AI Model and Application Validation, which conducts automated vulnerability assessments; AI Runtime Protection, which implements real-time guardrails against adversarial attacks; and AI Cloud Visibility, which inventories AI models and data sources across distributed environments. Leveraging Cisco's network-layer visibility and continuous threat intelligence updates, AI Defense ensures robust protection against evolving AI-related risks.
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    F5 AI Guardrails
    F5 AI Guardrails is a runtime AI security solution designed to protect AI models, applications, agents, and connected data throughout deployment and operation. The platform helps organizations defend against adversarial threats such as prompt injection, jailbreak attacks, harmful outputs, and unauthorized AI behavior. It provides real-time monitoring and enforcement of security policies to prevent data leakage, compliance violations, and misuse of AI systems. Organizations can implement predefined guardrails or create customized policies tailored to specific business requirements and AI use cases. The platform also delivers observability, auditing, and governance capabilities that help organizations maintain visibility into AI interactions and regulatory compliance. By combining threat protection, data security, and AI governance, F5 AI Guardrails helps enterprises operate AI systems more safely and responsibly.
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    Raven

    Raven

    Raven

    Raven is a runtime application security platform designed to protect cloud-native applications by operating directly inside the application during execution, rather than relying on external defenses. It provides real-time visibility into how code actually runs, allowing it to understand execution flows, libraries, and function-level behavior in order to detect and stop malicious activity before it occurs. Unlike traditional tools such as WAF or EDR that monitor from the outside, Raven embeds itself within the application, enabling it to prevent exploits, supply chain attacks, and zero-day threats even when no known vulnerability or CVE exists. It continuously monitors runtime behavior, identifies abnormal patterns or misuse of legitimate logic, and responds immediately to block harmful execution. It also helps teams prioritize security efforts by filtering out the majority of irrelevant vulnerabilities and focusing only on those that are truly exploitable.
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    Straiker

    Straiker

    Straiker

    Straiker is an AI-native security platform built specifically to protect enterprise AI applications and autonomous agents, focusing on the emerging risks of “agentic AI” systems that interact with tools, APIs, and sensitive data. It provides full visibility and control across the entire AI stack by analyzing behavioral signals from models, prompts, tools, identities, and infrastructure, enabling real-time detection and prevention of AI-specific threats such as prompt injection, privilege escalation, data exfiltration, and malicious tool usage. It combines continuous discovery, adversarial testing, and runtime protection through core components like Discover AI, Ascend AI, and Defend AI, which together identify all active agents, simulate attacks to uncover vulnerabilities, and enforce real-time safeguards during execution. Its multi-layered architecture captures deep contextual signals across user interactions, networks, and agent workflows.
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    Alice

    Alice

    Alice

    Alice (formerly ActiveFence) is a security, safety, and trust platform built to protect AI systems and online platforms in the GenAI era. Powered by the world’s largest adversarial intelligence dataset, Alice safeguards over 3 billion users across more than 120 languages. Its Rabbit Hole intelligence engine continuously analyzes billions of toxic and manipulative data samples to detect emerging threats in real time. The WonderSuite platform includes tools like WonderBuild for pre-launch stress testing, WonderFence for runtime guardrails, and WonderCheck for automated red-teaming. By defending against prompt injection, jailbreaks, governance gaps, and harmful AI behavior, Alice enables enterprises and foundation model labs to innovate with confidence.
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    TrojAI

    TrojAI

    TrojAI

    TrojAI is an AI security platform that helps organizations deploy and manage AI agents and applications with greater confidence and protection. The platform focuses on identifying vulnerabilities, preventing prompt injection attacks, safeguarding sensitive data, and securing AI behavior across enterprise environments. TrojAI provides both build-time and runtime security solutions that help organizations assess AI models and protect applications from emerging threats. Its technology continuously monitors AI interactions to detect unsafe actions, unauthorized access attempts, and malicious manipulations. The platform supports compliance with leading security frameworks and standards while integrating across different models, cloud providers, and enterprise infrastructures. Designed for enterprise-scale deployments, TrojAI enables organizations to innovate with AI while maintaining strong governance and security controls.
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    Dhound

    Dhound

    IDS Global

    Your business is linked to critical infrastructure or sensitive data, and you understand the cost of a vulnerability that an attacker can find. You work under security regulations stated by the law to take certain security measures (i.e. SOC2, HIPAA, PCI DSS, etc.) and are required to conduct pentests by a third-party company. Your clients claim partnership only with reliable and secure solutions, and you keep your promises, guaranteeing your system security with the results of penetration testing. Pen test is an imitation of a real hacking attack but performed by security knights who fight for your web security with noble intentions. We conduct Penetration testing (also known as pen test or ethical hacking) so you can breathe out and be confident your system in safe hands. Unlike vulnerability assessment, ethical hacking at Dhound not just seeks vulnerabilities. It would be too easy for us. To stay ahead of adversaries, we apply hackers’ mindset and techniques but no worry!
    Starting Price: $30 per month
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    VulnCheck

    VulnCheck

    VulnCheck

    Unprecedented visibility into the vulnerable ecosystem from the eye of the storm. Prioritize response and finish taking action before the attacks occur. Early access to new vulnerability information not found in the NVD along with dozens of unique fields. Real-time monitoring of exploit PoCs; exploitation timelines; ransomware, botnet, and APT/threat actor activity. In-house developed exploit PoCs, packet captures to defend against initial access vulnerabilities. Integrate vulnerability assessment into existing asset inventory systems, anywhere package URLs or CPE strings are present. Explore VulnCheck, a next-generation cyber threat intelligence platform, which provides exploit and vulnerability intelligence directly into the tools, processes, programs, and systems that need it to outpace adversaries. Prioritize vulnerabilities that matter based on the threat landscape and defer vulnerabilities that don't.
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    CrowdStrike Falcon AIDR
    CrowdStrike Falcon AI Detection and Response (AIDR) is an enterprise security platform designed to protect the rapidly expanding AI attack surface by delivering real-time visibility, detection, and response across AI systems, users, and interactions. It provides unified visibility into how employees and AI agents use generative AI by mapping relationships between users, prompts, models, agents, and supporting infrastructure, while capturing detailed runtime logs for monitoring, compliance, and investigation. It continuously monitors AI activity across endpoints, cloud environments, and applications, enabling organizations to understand how data flows through AI systems and how agents operate within defined boundaries. AIDR detects and blocks AI-specific threats such as prompt injection, jailbreak attempts, malicious entities, harmful outputs, and unauthorized interactions, using behavioral analysis and integrated threat intelligence.
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    Sophos Intercept X Endpoint
    Take threat hunting and IT security operations to the next level with powerful querying and remote response capabilities. Ransomware file protection, automatic file recovery, and behavioral analysis to stop ransomware and boot record attacks. Deep Learning Technology Artificial intelligence built into Intercept X that detects both known and unknown malware without relying on signatures. Deny attackers by blocking the exploits and techniques used to distribute malware, steal credentials, and escape detection. Elite team of threat hunters and response experts who take targeted actions on your behalf to neutralize even the most sophisticated threats. Active adversary mitigation prevents persistence on machines, credential theft protection, and malicious traffic detection.
    Starting Price: $28 per user per year
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    Simaril

    Simaril

    Simaril

    Silmaril is a self-healing prompt injection defense designed to protect AI systems from increasingly complex, multi-step attacks that traditional guardrails fail to stop. It operates by wrapping inference calls and evaluating whether an execution sequence is leading toward a harmful outcome, rather than simply filtering inputs. It uses a multihead classifier that analyzes user intent, application context, and execution states together, enabling it to detect indirect injection, multi-turn attack chains, context poisoning, and tool abuse before damage occurs. Silmaril continuously strengthens its defenses through autonomous threat hunting agents that probe systems, discover vulnerabilities, and generate synthetic training data from real attack scenarios. These insights are used to retrain the model automatically, deploying updated protections in under an hour and propagating anonymized defenses across all deployments.
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    General Analysis

    General Analysis

    General Analysis

    General Analysis is an AI security platform that helps security teams adversarially test, monitor, and protect AI agents and systems in production. It is built to help organizations understand AI risk, prevent incidents, and secure real AI deployments across employee copilots, coding agents, customer support agents, healthcare assistants, legal assistants, financial copilots, creative pipelines, and other agentic workflows. It maps AI applications and agents across prompts, retrieval, tools, MCP servers, browser actions, permissions, repositories, cloud accounts, SaaS workflows, and business processes, then generates context-aware attacks that expose system-level risks. Its automated red teaming uses attacker models that adapt to target responses and produce multi-step exploit chains, helping teams uncover vulnerabilities that static prompt sets or endpoint-only tests may miss.
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    Covail

    Covail

    Covail

    Covail’s Vulnerability Management Solution (VMS) is designed with an easy-to-use tool where IT security teams can assess applications and network scans, understand threats on their attack surface, continuously track vulnerabilities, and manage priorities. More than 75% of enterprise systems have at least one security vulnerability. And, attackers aren’t hesitating to take advantage. Our managed security service helps you know where and how to start building a consistent 360-degree view of cybersecurity attacks, risks, and threats. We will enable you to make more informed decisions about threat and vulnerability management. Maintain ongoing situational awareness of threats as they relate to known vulnerabilities through trending threats and CVE® (common vulnerabilities and exposures) lists. Effectively understand your vulnerabilities by asset, by application, and by scan, as well as how they map to frameworks.
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    Quixxi

    Quixxi

    Quixxi

    Quixxi is a leading provider of mobile app security solutions that empowers enterprises and security professionals to protect their mobile applications through its patented and proprietary three-pillar platform: SCAN, an automated vulnerability assessment tool (SAST/DAST/WebAPI) that integrates into the development pipeline to identify and fix vulnerabilities with full remediation guidance; SHIELD, a one-click application shielding tool (RASP) that provides baseline security controls to protect intellectual property and defend against malicious third-party attacks; and SUPERVISE, a runtime monitoring solution that enables remote disabling, messaging, security logs, and customer analytics for enhanced app management and visibility. Serving: Mobile App Developers, Security Teams, and Organizations in Banking, Fintech, Digital Wallets, Healthcare, Government, and IT
    Starting Price: $29 for One-Off plan
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    ConnectSecure

    ConnectSecure

    ConnectSecure

    ConnectSecure is an all-in-one SaaS vulnerability and compliance management platform built for managed-service providers to secure client environments, manage risk, and scale security services profitably. It performs continuous vulnerability assessments and asset discovery across networks, servers, endpoints, cloud services, web apps, and external infrastructure; it includes both agent-based or “probe/lightweight” scanning and external attack-surface scanning. It identifies open ports, misconfigurations, out-of-date software, exposed systems, cloud-environment risks, and web-application vulnerabilities, surfacing over 230,000 known CVEs, daily updated from public vulnerability databases. ConnectSecure also automates patching for many applications, offers compliance-management tools aligned with major frameworks (e.g., GDPR, HIPAA, PCI DSS, CIS, NIST, ISO), and delivers continuous monitoring of cloud, on-premises, and hybrid environments.
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    Akto

    Akto

    Akto

    Akto is an open source API security in CI/CD platform. Key features of Akto include: 1. API Discovery 2. API Security Testing 3. Sensitive Data Exposure 4. API Security Posture Management 5. Authentication and Authorization 6. API Security in DevSecOps Akto helps developers and security teams secure APIs in their CI/CD by continuously discovering and testing APIs for vulnerabilities. Akto's pricing is transparent on website. Free tier is available. You can deploy both self-hosted and in cloud. It takes only few mins to deploy and see results. Akto can integrate with multiple traffic sources - Burpsuite, AWS, postman, GCP, gateways, etc.
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    ManageEngine Vulnerability Manager Plus
    ManageEngine Vulnerability Manager Plus is an enterprise vulnerability management solution that continuously detects, prioritizes, and remediates security risks across desktops, servers, and network devices from a single console. AI-powered threat intelligence assigns risk scores based on CVSS severity, exploit availability, and active attack trends so teams focus on what matters most. Built-in patch management automates deployment across Windows, macOS, Linux, and 1,500+ third-party applications at no additional cost, with pre-built scripts for zero-day vulnerabilities providing immediate protection while vendor patches are awaited. Security configuration management audits firewalls, antivirus, BitLocker encryption, and password policies, while web server hardening validates SSL certificates and HTTPS enablement. Compliance automation audits against CIS, NIST, and UK Cyber Essentials with detailed remediation guidance for every violation.
    Starting Price: $0.9/device/month
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    ARTEMIS by Repello
    ARTEMIS by Repello AI hunts for vulnerabilities in your AI applications by simulating attacks that malicious actors would use. ARTEMIS tests, identifies, and helps remediate security risks before they can be exploited in production environments. This is powered by world's largest AI-specific threat intelligence repositories. Key Features: 1. Simulates real-world attacks against your AI systems 2. Maps vulnerabilities across your AI infrastructure 3. Provides actionable mitigation recommendations 4. Adapts to evolving threats as your AI applications grow Built by security engineers to protect AI from attackers. Secure your AI early in development and throughout deployment.
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    Heeler

    Heeler

    Heeler

    Heeler is an application security platform that helps development and security teams automate the detection, prioritization, and remediation of open source and application risks by unifying contextual data from code, runtime, deployment, dependencies, and business logic into a single actionable model. It combines static and runtime analysis, software composition analysis, threat modeling, and secrets scanning with a context engine that maps how code runs in production, enabling real-time threat prioritization based on exploitability and business impact rather than raw vulnerability counts. Heeler automatically generates validated remediation guidance and can even produce merge-ready pull requests to upgrade libraries or fix issues, reducing manual research and accelerating fixes. It provides end-to-end visibility across the software development lifecycle, tracking vulnerabilities from identification through resolution and monitoring fixes across deployments.
    Starting Price: $250 per developer
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    Tenable Security Center
    Reduce risk across your IT infrastructure. The solution that created the category continues to raise the bar to protect enterprises from critical cyber exposures that increase business risk. Take full advantage of active scanning, agents, passive monitoring, external attack surface management, and CMDB integrations to gain the visibility you need to reveal impactful vulnerabilities across your environment. Use the industry’s most extensive CVE coverage to quickly and confidently spot priority exposures with a high likelihood of attack and business impact. Take rapid, decisive action with Tenable Predictive Prioritization technology, with vulnerability data, threat intelligence, and data science, to close critical exposures and execute remediations. Customized to meet your needs, the Tenable Security Center suite of products gives you the visibility and context you need to understand your risk and fix vulnerabilities quickly.
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    CrowdStrike Container Security
    Protect cloud-native applications and reduce the attack surface by detecting vulnerabilities, hidden malware, secrets/keys, compliance violations and more — from build to runtime — ensuring only compliant containers run in production.Integrate frictionless security early into the continuous integration/continuous delivery (CI/CD) pipeline, and automate protection that empowers DevSecOps to deliver production-ready applications without impacting build cycles.Build and run applications knowing they are protected. Get access to automated discovery, runtime protection, continuous threat detection and response for cloud workloads and containers, and managed cloud threat hunting in a single platform. Find hidden malware, embedded secrets, configuration issues and more in your images to help reduce the attack surface.
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    Coalfire

    Coalfire

    Coalfire

    Only Coalfire brings the cloud expertise, technology, and innovative approaches that empower your organization to capitalize on the promise of digital transformation. Coalfire is the cybersecurity advisor that helps private and public sector organizations avert threats, close gaps, and effectively manage risk. By providing independent and tailored advice, assessments, technical testing, and cyber engineering services, we help clients develop scalable programs that improve their security posture, achieve their business objectives, and fuel their continued success. Coalfire has been a cybersecurity thought leader for more than 16 years and has offices throughout the United States and Europe. Unlock the full potential of your cloud – and lock in your success. Beat them at their game. Partner with the adversary of your adversaries. A business-aligned, modern cybersecurity program. Advantage you.
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    SydeLabs

    SydeLabs

    SydeLabs

    With SydeLabs you can preempt vulnerabilities and get real-time protection against attacks and abuse while staying compliant. The lack of a defined approach to identify and address vulnerabilities within AI systems impacts the secure deployment of models. The absence of real-time protection measures leaves AI deployments susceptible to the dynamic landscape of emerging threats. An evolving regulatory landscape around AI usage leaves room for non-compliance and poses a risk to business continuity. Block every attack, prevent abuse, and stay compliant. At SydeLabs we have a comprehensive solution suite for all your needs around AI security and risk management. Obtain a comprehensive understanding of vulnerabilities in your AI systems through ongoing automated red teaming and ad-hoc assessments. Utilize real-time threat scores to proactively prevent attacks and abuses spanning multiple categories, establishing a robust defense against your AI systems.
    Starting Price: $1,099 per month
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    Permiso

    Permiso

    Permiso Security

    Permiso is an identity security platform that secures human, non-human, and AI identities across cloud, SaaS, and on-premises environments. The platform is built around its Universal Identity Graph, which connects identities to credentials, machines, agents, permissions, and runtime activity to provide continuous visibility across authentication boundaries. Permiso helps organizations discover identities, evaluate identity risk, detect threats, and defend against account compromise, insider threats, and attacks targeting AI agents and non-human identities. The platform combines identity discovery, posture management, runtime monitoring, threat detection, and response capabilities into a single identity security solution. It continuously analyzes identity behavior, permissions, tool calls, API activity, and machine interactions to identify suspicious activity before it becomes an incident.
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    Securin VI

    Securin VI

    Securin

    Cybersecurity strategy with timely, contextual, & predictive insights. Vulnerability intelligence helps organizations identify, monitor, and mitigate vulnerabilities that could lead to a potential attack. Securin’s Vulnerability Intelligence (VI) provides your security team with an entire spectrum of vulnerability information through an intuitive dashboard or integrated APIs. Powered by 700+ authentic intelligence feeds, Securin VI’s artificial intelligence and machine learning models continuously measure a vulnerability’s risk by dynamically tracking its trajectory from exploitation to weaponization. Attackers are always a step ahead because researchers cannot understand the true risk posed by a vulnerability. To do that, a researcher needs to access multiple data sources and combine multiple factors to assess its risk. Securin’s VI provides unparalleled coverage, with data being collected continuously from multiple different sources.
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    AttackTree

    AttackTree

    Isograph

    Model system vulnerability, identify weakspots and improve security using threat analysis and attack trees. Construct graphical representations of measures designed to reduce the consequences of a successful attack with mitigation trees. AttackTree allows users to define consequences and attach them to any gate within the attack tree. In this way, it is possible to model the consequences of successful attacks on the target system. Mitigation trees may be used to model the effects of mitigating measures on the consequences resulting from a successful attack. Our software has been in continuous development since the 1980s and is the recognized standard for safety and reliability professionals. Analyze threats according to standards such as ISO 26262, ISO/SAE 21434 and J3061. Identify where your system is vulnerable to an attack. Improve the security of your assets and IT systems. Model consequence mitigation.
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    HiddenLayer

    HiddenLayer

    HiddenLayer

    Your AI algorithms represent a unique competitive advantage for your company and come at a considerable expense. A successful adversarial attack against them could cost you that advantage and you would never know it happened. HiddenLayer is the first productized solution for the next security frontier – your AI. HiddenLayer offers a drop-in software approach that provides a lightweight, real-time awareness of your model’s health and attack surface — without ever needing insight into it or the training set used to create it. Most adversarial AI security firms need to engage panels of expensive experts to take your algorithm apart and harden it from the inside, adding complexity and cost. HiddenLayer was founded by ML professionals and security specialists with first-hand experience of how insidious adversarial ML attacks can be to detect and defend against.
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    Outpost24

    Outpost24

    Outpost24

    Understand your attack surface with a unified view and reduce cyber exposure from an attacker’s view with continuous security testing across networks, devices, applications, clouds and containers. Having more information alone won’t help you. Even the most experienced security team can be blindsided by the sheer amount of alerts and vulnerabilities they have to deal with. Powered by threat intelligence and machine learning our tools provide risk-based insights to help prioritize remediation and reduce time to patch. Our predictive risk based vulnerability management tools ensure your network security is proactive – helping you reduce time to remediation and patch more effectively. The industry’s most complete process to continuously identify application flaws and secure your SDLC for safer and faster software releases. Secure your cloud migration with cloud workload analytics ,CIS configuration assessment and contain inspection for multi and hybrid clouds.
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    AhnLab CPS PLUS
    AhnLab CPS PLUS is a unified “CPS protection” platform engineered to secure cyber-physical systems, covering operational-technology endpoints and networks as well as IT systems connected to OT. It addresses how OT environments, historically isolated and stable, have increasingly become intertwined with IT networks, increasing attack surfaces and risk for industrial operations. CPS PLUS offers extensive coverage across both IT and OT domains using a platform-centric architecture wherein multiple security modules interoperate under a central management console, AhnLab ICM. It implements a systematic threat-management workflow of identify, detect, and respond, enabling continuous asset visibility, network monitoring, vulnerability assessment, and threat detection without compromising system stability. Its multi-layered defense incorporates firewall, intrusion prevention (IPS), DDoS mitigation, sandboxing, and other protective modules.
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    NeuralTrust

    NeuralTrust

    NeuralTrust

    NeuralTrust is the leading platform for securing and scaling LLM applications and agents. It provides the fastest open-source AI gateway in the market for zero-trust security and seamless tool connectivity, along with automated red teaming to detect vulnerabilities and hallucinations before they become a risk. Key Features: - TrustGate: The fastest open-source AI gateway, enabling enterprises to scale LLMs and agents with zero-trust security, advanced traffic management, and seamless app integration. - TrustTest: A comprehensive adversarial and functional testing framework that detects vulnerabilities, jailbreaks, and hallucinations, ensuring LLM security and reliability. - TrustLens: A real-time AI observability and monitoring tool that provides deep insights and analytics into LLM behavior.
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    Mondoo

    Mondoo

    Mondoo

    Mondoo is a unified security and compliance platform designed to drastically reduce business-critical vulnerabilities by combining full-stack asset visibility, risk prioritization, and agentic remediation. It builds a complete inventory of every asset, cloud, on-premises, SaaS, endpoints, network devices, and developer pipelines, and continuously assesses configurations, exposures, and interdependencies. It then applies business context (such as asset criticality, exploitability, and policy deviation) to score and highlight the most urgent risks. Users can choose guided remediation (pre-tested code snippets and playbooks) or autonomous remediation via orchestration pipelines, with tracking, ticket creation, and verification built in. Mondoo supports ingestion of third-party findings, integrates with DevSecOps toolchains (CI/CD, IaC, container registries), and includes 300 + compliance frameworks and benchmark templates.
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    SHADE Sandbox

    SHADE Sandbox

    SHADE Sandbox

    You browse the internet everywhere and your device is at a threat of malware attack, therefore advanced appliance-based sandboxing is immensely useful. Sandboxing tool is like a protective layer that restrains viruses and malware in the virtual environment. SHADE Sandbox is used to safely execute suspicious code without any risk of causing harm to the network or host device. SHADE Sandbox is a program that creates an isolated environment. It is the most effective shareware sandboxing solution. Downloading and installing SHADE Sandbox for advanced malware attack prevention creates a layer of protection against any security threat, which is previously unseen cyber-attacks and particularly, stealthy malware. The best part of sandbox is what happens in the sandbox remains in it – prohibiting system failures and stopping software vulnerabilities from spreading. SHADE Sandbox and protect your PC!
    Starting Price: $ 21.02 per year
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    Trusys AI
    Trusys.ai is a unified AI assurance platform that helps organizations evaluate, secure, monitor, and govern artificial intelligence systems across their full lifecycle, from early testing to production deployment. It offers a suite of tools: TRU SCOUT for automated security and compliance scanning against global standards and adversarial vulnerabilities, TRU EVAL for comprehensive functional evaluation of AI applications (text, voice, image, and agent) assessing accuracy, bias, and safety, and TRU PULSE for real-time production monitoring with alerts for drift, performance degradation, policy violations, and anomalies. It provides end-to-end observability and performance tracking, enabling teams to catch unreliable output, compliance gaps, and production issues early. Trusys supports model-agnostic evaluation with a no-code, intuitive interface and integrates human-in-the-loop reviews and custom scoring metrics to blend expert judgment with automated metrics.
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    SplxAI

    SplxAI

    SplxAI

    SplxAI offers an automated platform specifically designed for conversational AI applications. Their flagship product, Probe, proactively identifies and mitigates vulnerabilities in AI systems by simulating domain-specific attack scenarios. Key features of Probe include detailed risk analysis, framework and compliance checks, domain-specific penetration testing, continuous and automated testing, and multi-language precision, supporting over 20 languages. The platform integrates seamlessly into development cycles, ensuring AI applications remain secure throughout their lifecycle. SplxAI's mission is to secure and safeguard generative AI-powered conversational apps by providing advanced security and penetration testing solutions, enabling organizations to unlock AI's full potential without compromising security. Evaluate and refine your app’s boundaries for optimal security and user experience without being overly restrictive.
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    OpenText Core EDR
    OpenText Core EDR is an all-in-one endpoint detection and response solution that unifies endpoint protection, SIEM (security information and event management), SOAR (security orchestration, automation, and response), alert triage, and vulnerability assessment into a single platform, eliminating the need to manage disparate security tools. It uses a lightweight agent with pre-configured policies, enabling deployment in minutes and simplifying management across devices without complex scripting. By correlating endpoint, network, and identity events in real time, built-in SIEM and SOAR playbooks surface suspicious behavior and automatically guide containment, remediation, and investigation actions. Continuous, global threat intelligence powers real-time monitoring, helping detect malware, ransomware, zero-day attacks, and other advanced threats before they spread, and enabling rapid isolation or remediation of compromised endpoints.
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    Mindgard

    Mindgard

    Mindgard

    Mindgard is an automated AI red teaming and offensive security platform purpose-built for AI systems and agents. Built for security and engineering teams accountable for AI in development and production, it continuously red teams models, agents, and applications to find the vulnerabilities most likely to cause a breach, validate whether guardrails and controls hold, and show teams how to close each gap. AI red teaming tests emulate real attacker behavior across prompt injection, jailbreaks, data extraction, poisoning, and agentic tool abuse, and map findings to OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and the EU AI Act. Unlike traditional AppSec tools or manual penetration testing, Mindgard cuts AI risk assessment from weeks to hours, pinpoints and validates defensive gaps, and supports continuous policy compliance as AI systems change. Capabilities: AI Discovery & Recon, AI Red Teaming, AI Assessment, AI Runtime Protection, Model Scanning, AI Governance & Compliance. SOC 2 Type
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    AppSecure Security

    AppSecure Security

    AppSecure Security

    Anticipate and prevent system attacks from the most sophisticated adversaries with AppSecure’s offensive security stance. Discover critical exploitable vulnerabilities and continuously patch them with our advanced security solutions. Continuously fortify your security posture and uncover concealed vulnerabilities from a hacker’s perspective. Evaluate the efficacy of your security team’s readiness posture, detection, and response measures to tenacious hacker attacks on your network’s susceptible pathways. Identify and redress the key security lapses with our balanced approach that tests your APIs in accordance with the OWASP paradigm, along with tailored test cases for preventing any recurrences. Pentest as a service offers continuous, expert-led security testing to identify and remediate vulnerabilities, enhancing your website’s defenses against evolving cyber threats and making it secure, compliant, and reliable.
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    Armis Centrix
    Armis Centrix™ is a comprehensive cyber exposure management platform that provides continuous, real-time visibility and protection across IT, OT, IoT, and IoMT environments. Powered by the Armis AI-driven Asset Intelligence Engine, it identifies every connected device, assesses cyber risk, and monitors vulnerabilities across an organization’s entire digital attack surface. The platform automates risk scoring, streamlines compliance reporting, and supports rapid incident response through deep asset intelligence. With capabilities that span asset management, OT/IoT security, medical device protection, and early warning threat detection, Armis Centrix™ enhances operational resilience for modern enterprises. VIPR Pro adds advanced prioritization and remediation to connect findings directly to actionable fixes. Designed as a cloud-native, frictionless platform, Armis Centrix™ empowers organizations to reduce exposure, strengthen security posture, and maintain continuity at scale.
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    ACSIA

    ACSIA

    DKSU4Securitas Ltd

    ACSIA it is a ‘post-perimeter’ security tool which complements a traditional perimeter security model. It resides at the Application or Data layer. It monitors and protects the the platforms (physical/ VM/ Cloud/ Container platforms) where the data is stored which are the ultimate target of every attacker. Most companies secure their enterprise to ward off cyber adversaries by using perimeter defenses and blocking known adversary indicators of compromise (IOC). Adversary pre-compromise activities are largely executed outside the enterprise’s field of view, making them more difficult to detect. ACSIA is focused on stopping cyber threats at the pre attack phase. It is a hybrid product incorporating a SIEM (Security Incident and Event Management), Intrusion Detection Systems (IDS) Intrusion Prevention Systems (IPS), Firewall and much more. - Built for linux environments - Also monitors Windows servers - Kernel Level monitoring - Internal Threat detection
    Starting Price: Depends on number of servers
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    Bugsmirror MASST
    MASST (Mobile Application Security Suite & Tools) is a unified mobile app security platform designed to detect, protect, and monitor mobile applications across development and runtime. The suite’s Threat Detection layer includes modules such as CodeLock for static analysis across 50+ vulnerability vectors, RunLock for runtime testing and attack simulations, APILock for discovering and securing API endpoints, and ThreatLock for deep red-teaming assessments. The Threat Mitigation layer wraps your mobile apps with protections including Defender (RASP-based real-time shielding), Shield (anti-reverse-engineering and IP-theft protection), and Guard (secure local storage of keys, certificates, and sensitive data via white-box cryptography). The Threat Visibility layer offers the ThreatLens Dashboard for real-time monitoring, analytics, and actionable insights into attacks, anomalies, and app security posture.
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    XM Cyber

    XM Cyber

    XM Cyber

    Networks change constantly and that creates problems for IT and security operations. Gaps open exposing pathways that attackers can exploit. While enterprise security controls like firewalls, intrusion prevention, vulnerability management and endpoint tools attempt to secure your network, breaches are still possible. The last line of defense must include constant analysis of daily exposures caused by exploitable vulnerabilities, common configuration mistakes, mismanaged credentials and legitimate user activity that exposes systems to risk of attack. Why are hackers still successful despite significant investments in security controls? Several factors make securing your network difficult, mostly because of overwhelming alerts, never-ending software updates and patches, and numerous vulnerability notifications. Those responsible for security must research and evaluate piles of data without context. Risk reduction is almost impossible.
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    Lasso Security

    Lasso Security

    Lasso Security

    Lasso is an AI security platform designed to help enterprises securely adopt, govern, and protect AI agents and applications throughout their lifecycle. The platform provides capabilities for AI discovery, risk assessment, automated red teaming, runtime protection, and AI detection and response within a unified solution. Organizations can inventory AI assets, map models and system prompts, monitor policy compliance, and gain visibility into AI usage across the enterprise. Lasso focuses on intent-based security, analyzing the behavior and objectives of AI systems rather than relying solely on traditional rule-based approaches. Its platform helps organizations address risks such as prompt injection, model vulnerabilities, unauthorized AI usage, and evolving threats targeting agentic systems. By combining governance, security monitoring, and proactive protection, Lasso enables enterprises to scale AI adoption while maintaining strong security and compliance standards.
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    Layer Seven Security

    Layer Seven Security

    Layer Seven Security

    Leading cybersecurity protection for cloud and on-premise SAP applications including S/4HANA and HANA platforms. Layer Seven Security provides industry-leading experience, expertise and insight to secure your SAP technology stack including network, operating system, database and application components. Test your defences and discover vulnerabilities in your SAP systems before the attackers. Reveal the business impact of successful exploits against your SAP platform. 2 out of 3 SAP systems experience security breaches. Protect your SAP applications against cyber threats with the Cybersecurity Extension for SAP Solutions. The layered control strategy supported by assessments is based on best practices and SAP security recommendations. Our experienced security architects work closely with your organization to implement end-to-end protection for the entire SAP technology stack.
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    Troy

    Troy

    BigBear.ai

    Troy is an AI-powered, machine-assisted binary analysis platform developed by BigBear.ai to enhance cybersecurity vulnerability assessment and testing. It automates the process of binary reverse engineering, providing better visibility into the code running on sensors and devices. By intelligently automating common tools and techniques, Troy extracts significant data and produces unique insights, accelerating the identification of software vulnerabilities. A key feature of Troy is its ability to generate a reverse Software Bill of Materials (SBOM) for binaries lacking available source code, reducing manual labor and increasing analysis speed. The platform's modular and customizable design allows for the integration of new tools, techniques, and AI-backed analysis into expanding workflows, offering a scalable and flexible framework for cybersecurity professionals.
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    Frontline Vulnerability Manager
    Frontline Vulnerability Manager is more than a just a network vulnerability scanner or vulnerability assessment. It's a proactive, risk-based vulnerability and threat management solution that is a vital part of any cyber risk management program. Its robust features set it apart from other VM solutions, providing vital security information in a centralized, easily understood format so you can protect your business-critical assets efficiently and effectively. More than ever, cyber attackers are looking for vulnerabilities they can exploit in a company’s network. So having a vulnerability management solution in place is critical. A vulnerability management program is far more than just a vulnerability assessment, vulnerability scanner, or patch management. The best vulnerability management solutions use an ongoing process that regularly identifies, evaluates, reports and prioritizes vulnerabilities in network systems and software.
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    Lakera

    Lakera

    Lakera

    Lakera Guard empowers organizations to build GenAI applications without worrying about prompt injections, data loss, harmful content, and other LLM risks. Powered by the world's most advanced AI threat intelligence. Lakera’s threat intelligence database contains tens of millions of attack data points and is growing by 100k+ entries every day. With Lakera guard, your defense continuously strengthens. Lakera guard embeds industry-leading security intelligence at the heart of your LLM applications so that you can build and deploy secure AI systems at scale. We observe tens of millions of attacks to detect and protect you from undesired behavior and data loss caused by prompt injection. Continuously assess, track, report, and responsibly manage your AI systems across the organization to ensure they are secure at all times.