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 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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CrowdStrike Falcon
CrowdStrike
CrowdStrike Falcon is a cloud-native cybersecurity platform that provides advanced protection against a wide range of cyber threats, including malware, ransomware, and sophisticated attacks. It leverages artificial intelligence (AI) and machine learning to detect and respond to threats in real time, offering endpoint protection, threat intelligence, and incident response capabilities. The platform uses a lightweight agent that continuously monitors endpoints for signs of malicious activity, providing visibility and protection without significant impact on system performance. Falcon’s cloud-based architecture ensures fast updates, scalability, and rapid threat response across large, distributed environments. Its comprehensive security features help organizations prevent, detect, and mitigate potential cyber risks, making it a powerful tool for modern enterprise cybersecurity. -
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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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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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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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Cisco AI Defense
Cisco
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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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 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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Mindgard
Mindgard
Mindgard is the leader in AI red teaming, helping enterprises identify, assess, and mitigate real-world security risks across AI models, agents, and applications. Founded on pioneering research in AI security, Mindgard was built on the insight that traditional application security approaches cannot protect systems that are probabilistic, adaptive, and deeply embedded into business workflows. As organizations deploy GenAI and agentic systems at scale, risk increasingly emerges from how AI behaves, what it connects to, and how attackers can manipulate those interactions. Mindgard addresses this challenge with an attacker-aligned approach that mirrors how real adversaries perform reconnaissance, map attack surfaces, exploit system behavior, and pivot through tools, data, and infrastructure. Rather than testing models in isolation, Mindgard evaluates full AI systems in context to surface vulnerabilities with real security impact.Starting Price: Free -
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CrowdStrike Falcon AIDR
CrowdStrike
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
Sophos
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
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 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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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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ARTEMIS by Repello
Repello AI
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 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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CrowdStrike Container Security
CrowdStrike
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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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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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.Starting Price: $0 -
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ThreatMon
ThreatMon
ThreatMon is an AI-powered cybersecurity platform that combines comprehensive threat intelligence with cutting-edge technology to proactively identify, analyze, and mitigate cyber risks. It provides real-time insights across a wide range of threat landscapes, including attack surface intelligence, fraud detection, and dark web monitoring. The platform offers deep visibility into external IT assets, helping organizations uncover vulnerabilities and defend against emerging threats such as ransomware and APTs. With tailored security strategies and continuous updates, ThreatMon enables businesses to stay ahead of evolving cyber risks, enhancing their overall cybersecurity posture and resilience. -
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Trusys AI
Trusys
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.Starting Price: Free -
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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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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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watchTowr
watchTowr
watchTowr is a Preemptive Exposure Management platform that continuously reveals and validates how an organization could be breached as seen through the eyes of real attackers, combining proactive threat intelligence with external attack surface discovery, continuous security testing, and rapid reaction so teams can outrun emerging threats and real-world exploitation. watchTowr's Adversary Sight engine applies real-world reconnaissance techniques to identify unknown and evolving assets such as cloud environments, SaaS platforms, storage buckets, infrastructure endpoints, and shadow IT that attackers could target, while its continuous testing simulates attacker tactics to discover high-impact vulnerabilities in real time and prioritize those that pose real exploitable risk. With automated, agentless deployment, watchTowr gives organizations real-time visibility of exploitable weaknesses across their external attack surface, on-demand insights aligned to industry standards. -
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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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Bugsmirror MASST
Bugsmirror
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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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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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 detectionStarting Price: Depends on number of servers -
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CrowdStrike Charlotte AI
CrowdStrike
CrowdStrike Charlotte AI is an advanced, AI-driven cybersecurity solution designed to enhance threat detection and response by leveraging machine learning and behavioral analysis. It continuously monitors network activity, endpoints, and cloud environments to identify patterns and anomalies that could indicate malicious behavior or potential cyber threats. By using advanced algorithms, Charlotte AI can predict and detect sophisticated attacks in real-time, reducing response times and improving overall threat prevention. Its ability to analyze vast amounts of data and provide actionable insights allows security teams to proactively address vulnerabilities and prevent incidents before they occur. Charlotte AI is part of CrowdStrike's broader suite of cybersecurity tools, helping organizations stay ahead of emerging threats with cutting-edge, automated defense capabilities. -
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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. -
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Cyble
Cyble
Cyble is a leading AI-native cybersecurity platform that delivers intelligence-driven defense to help organizations stay ahead of evolving cyber threats. Powered by its Gen 3 Agentic AI, Cyble offers autonomous threat detection, real-time incident response, and proactive defense mechanisms. The platform provides comprehensive capabilities including attack surface management, vulnerability management, brand protection, and dark web monitoring. Trusted by governments and enterprises worldwide, Cyble combines unmatched visibility with scalable technology to keep security teams ahead of adversaries. With advanced AI that can predict threats months in advance, Cyble helps reduce response times and minimize risks. The company also offers extensive research, threat intelligence reports, and personalized demos to support customer success. -
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ServerSage
ServerSage.ai
ServerSage is an AI platform that performs the complete pentesting workflow—planning reconnaissance, probing systems, executing attacks, and documenting findings—just like a human red team. Built for security professionals who need to scale their testing capabilities, it handles the heavy lifting: repetitive reconnaissance, vulnerability validation, exploit execution, and comprehensive reporting. Your team makes strategic decisions while ServerSage delivers technical execution and documentation. -
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Noname Security
Noname Security
APIs drive business, from revenue-generating customer experiences to cost-saving back-end operations, and everything in between. Secure it all with complete API security from Noname. Automatically discover APIs, domains, and issues. Build a robust API inventory and easily find exploitable intelligence, such as leaked information, to understand the attack paths available to adversaries. Understand every API in your organization’s ecosystem with full business context. Uncover vulnerabilities, protect sensitive data, and proactively monitor changes to de-risk your APIs and reduce your API attack surface. with automated machine learning-based detection to identify the broadest set of API vulnerabilities, including data leakage, data tampering, misconfigurations, data policy violations, suspicious behavior, and API security attacks. -
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Wardstone
JRL Software LTD
Wardstone is an LLM security API that sits between applications and language model providers, scanning inputs and outputs for threats across four categories in a single call: prompt attacks, content violations, data leakage, and unknown links. It detects jailbreaks, prompt injections, harmful content (hate, violence, self-harm), PII (SSNs, credit cards, emails, phone numbers), and suspicious URLs. Each response returns risk bands per category with sub-30ms latency. Works with any LLM provider. REST API with SDKs for TypeScript, Python, Go, Ruby, PHP, Java, and C#. Free tier at 10,000 calls/month, no credit card required. Includes a browser-based playground for testing.Starting Price: $0/month -
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IBM QRadar SIEM
IBM
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. -
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TruKno
TruKno
Keep up with how adversaries are bypassing enterprise security controls based on the latest cyber attack sequences in the wild. Understand cyber attack sequences associated with malicious IP addresses, file hashes, domains, malware, actors, etc. Keep up with the latest cyber threats attacking your networks, your industry/peers/vendors, etc. Understand MITRE TTPs (at a ‘procedure’ level) used by adversaries in the latest cyber attack campaigns so you can enhance your threat detection capabilities. A real-time snapshot of how top malware campaigns are evolving in terms of attack sequences (MITRE TTPs), vulnerability exploitation (CVEs), IOCs, etc. -
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FortiNDR
Fortinet
FortiNDR identifies cybersecurity incidents in-progress based on anomalous network activity, speeding incident investigation and response. FortiNDR enables full-lifecycle network protection, detection, and response. It leverages AI, ML, behavioral, and human analysis to analyze network traffic so security teams can spot attacker behavior and remediate the threat. FortiNDR provides network-traffic and file-based analysis, root-cause identification, scope of incidents, and the tools to remediate incidents quickly. FortiNDR includes our Virtual Security Analyst that can identify malicious network activity and files, resulting in real-time identification of advanced threats, including zero-day attacks. FortiNDR Cloud combines ML/AI with human analysis and expertise to improve your security posture and reduce false positives. Seasoned, advanced threat researchers from FortiGuard Labs monitor cybercriminal activity, perform reverse engineering, and continuously update detection rules. -
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Aqua
Aqua Security
Full lifecycle security for container-based and serverless applications, from your CI/CD pipeline to runtime production environments. Aqua runs on-prem or in the cloud, at any scale. Prevent them before they happen, stop them when they happen. Aqua Security’s Team Nautilus focuses on uncovering new threats and attacks that target the cloud native stack. By researching emerging cloud threats, we aspire to create methods and tools that enable organizations to stop cloud native attacks. Aqua protects applications from development to production, across VMs, containers, and serverless workloads, up and down the stack. Release and update software at DevOps speed with security automation. Detect vulnerabilities and malware early and fix them fast, and allow only safe artifacts to progress through your CI/CD pipeline. Protect cloud native applications by minimizing their attack surface, detecting vulnerabilities, embedded secrets, and other security issues during the development cycle. -
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AgileBlue
AgileBlue
AgileBlue is an AI-native Security Operations platform that continuously detects, investigates, and automatically responds to cyber threats across an organization’s entire digital infrastructure, endpoint, cloud, and network—by combining decision-making AI with 24/7 expert support to reduce noise, accelerate investigations, and stop attacks before they disrupt operations. Its unified platform includes multiple critical modules such as intelligent SIEM for correlated, contextual threat visibility, automated vulnerability scanning to uncover risks before they’re exploited, cloud security for multi-cloud visibility and proactive misconfiguration detection, and real-time threat prioritization powered by Sapphire AI that learns and adapts from every signal to reduce false positives and alert fatigue. AgileBlue’s lightweight Cerulean agent delivers real-time endpoint visibility without performance drag. -
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Neysa Aegis
Neysa
From thwarting model poisoning to preserving data integrity, Aegis ensures that your AI models are shielded by default, empowering you to deploy your AI/ML projects in the cloud or on-premise, confident that your security posture is protecting you against an evolving threat landscape. Unsecured AI/ML tools broaden attack surfaces, amplifying enterprise vulnerability to security breaches without vigilant oversight by security teams. Suboptimal AI/ML security posture risks data breaches, downtime, profit losses, reputational damage, and credential theft. Vulnerable AI/ML frameworks jeopardize data science initiatives, risking breaches, intellectual property theft, supply chain attacks, and data manipulation. Aegis uses an ensemble of specialized tools and AI models to analyse data from your AI/ML landscape, as well as external data sources. -
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Build38
Build38
Build38 provides advanced mobile Runtime Application Self-Protection (RASP) technology to secure iOS and Android applications against reverse engineering, runtime manipulation, malware injection, and fraudulent attacks. By integrating the Build38 SDK, applications are transformed into self-protecting environments with built-in anti-tampering, anti-debugging, root/jailbreak detection, and runtime integrity monitoring. Our AI-driven threat intelligence continuously analyzes behavioral anomalies and emerging attack patterns, enabling real-time protection without requiring app store resubmission. Once deployed, applications receive ongoing security updates and centralized monitoring, ensuring long-term resilience against evolving mobile threats. Build38 helps organizations reduce fraud risk, protect sensitive business logic and APIs, and maintain compliance in highly regulated environments—without impacting user experience or development velocity.Starting Price: Free -
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ThreatStryker
Deepfence
Runtime attack analysis, threat assessment, and targeted protection for your infrastructure and applications. Stay ahead of attackers and neutralize zero-day attacks. Observe attack behavior. ThreatStryker observes, correlates, learns and acts to protect your applications and keep you one step ahead of attackers. Deepfence ThreatStryker discovers all running containers, processes, and online hosts, and presents a live and interactive color-coded view of the topology. It audits containers and hosts to detect vulnerable components and interrogates configuration to identify file system, process, and network-related misconfigurations. ThreatStryker assesses compliance using industry and community standard benchmarks. ThreatStryker performs deep inspection of network traffic, system, and application behavior, and accumulates suspicious events over time. Events are classified and correlated against known vulnerabilities and suspicious patterns of behavior. -
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Deep Instinct
Deep Instinct
Deep Instinct is the first and only company to apply end-to-end deep learning to cybersecurity. Unlike detection and response-based solutions, which wait for the attack before reacting, Deep Instinct’s solution works preemptively. By taking a preventative approach, files and vectors are automatically analyzed prior to execution, keeping customers protected in zero time. This is critical in a threat landscape, where real time is too late. With the aim of eradicating cyber threats from the enterprise, Deep Instinct protects against the most evasive known and unknown cyberattacks with unmatched accuracy, achieving highest detection rates and minimal false positives in tests regularly performed by third parties. Providing protection across endpoints, networks, servers, and mobile devices, the lightweight solution can be applied to most OSs and protects against both file-based and fileless attacks. -
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MindFort
MindFort
MindFort is an AI-powered security platform built around autonomous agents that continuously test web applications for vulnerabilities and fix them in real time, transforming traditional penetration testing into an always-on, self-operating process. Instead of relying on periodic audits or manual scans, it deploys a fleet of AI agents that probe applications, APIs, and infrastructure the way real attackers would, mapping the entire attack surface and identifying exploitable weaknesses with high accuracy. Users can configure a target and testing frequency, and the agents handle everything else, running continuous assessments, adapting their strategies over time, and building contextual knowledge of the system they are protecting. Each detected vulnerability is validated through actual exploitation attempts, drastically reducing false positives and ensuring that only real, actionable issues are surfaced.Starting Price: $199 per month -
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Hunters
Hunters
Hunters, the first autonomous AI-powered next-gen SIEM & threat hunting solution, scales expert threat hunting techniques and finds cyberattacks that bypass existing security solutions. Hunters autonomously cross-correlates events, logs, and static data from every organizational data source and security control telemetry, revealing hidden cyber threats in the modern enterprise, at last. Leverage your existing data to find threats that bypass security controls, on all: cloud, network, endpoints. Hunters synthesizes terabytes of raw organizational data, cohesively analyzing and detecting attacks. Hunt threats at scale. Hunters extracts TTP-based threat signals and cross-correlates them using an AI correlation graph. Hunters’ threat research team continuously streams attack intelligence, enabling Hunters to constantly turn your data into attack knowledge. Respond to findings, not alerts. Hunters provides high fidelity attack detection stories, significantly reducing SOC response times. -
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Snapper
Snapper
Snapper is an AI agent security platform designed to provide end-to-end governance and protection for organizations deploying AI agents across applications, networks, and systems. It delivers runtime enforcement by evaluating every agent action, including tool calls, API requests, and data access, before execution through a policy-driven rule engine with multiple enforcement layers. It offers unified visibility into AI usage by monitoring network traffic, browser activity, DNS, and processes to detect unauthorized tools and “shadow AI,” while also intercepting outbound LLM requests through SDK wrappers and a network proxy to evaluate, redact, and log sensitive data in real time. Snapper includes advanced threat detection capabilities that identify prompt injection, exploit chains, anomalous behavior, and multi-step attack patterns using behavioral baselines, kill chain tracking, and composite trust scoring. -
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CloudCover CyberSafety Platform (CC/B1)
CloudCover
CloudCover CyberSafety B1 Platform (CCB1) is an advanced AI‑based SOAR security threat management solution that operates at sub‑second speed, ingesting real‑time context from an organization’s assets, configurations, threat intelligence, and business criticality to dynamically prioritize risks and deflect attacks with 99.9999999% accuracy and zero false positives. Leveraging patented deep‑learning risk orchestration, it has recorded and halted over 41 billion breach attempts in microseconds without compromise, continuously detecting, capturing, and preventing kompromat across cloud and on‑premises environments. CCB1 integrates seamlessly with existing security stacks to form a predictive CyberSafety layer that automates remediation workflows, deploying patches, configuration changes, or compensating controls, while built‑in AI agents adapt in real time to emerging threats. -
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Tidal Cyber
Tidal Cyber
Tidal Cyber's revolutionary threat-informed defense platform empowers enterprises to efficiently assess, organize and optimize their cyber defenses based on a deep understanding of the threats and adversaries that are most relevant to them. Tidal enables enterprise organizations and the solution providers that protect them to define, measure, and improve their ability to defend against the adversary behaviors that are most important to them and their customers. The endless cycle of patching vulnerabilities can overwhelm any cybersecurity team, without truly increasing security. There's a better way: threat-informed defense. Using information about the tactics, techniques, and procedures adversaries use to achieve their objectives, organizations can optimize their defenses against the methods most likely to target them. -
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KELA Cyber Intelligence Platform
KELA Cyber
Automatically uncover your attack surface by leveraging attackers’ perspectives for proactive protection. Neutralize risk by monitoring your case objectives and assets so that your teams can get actionable intelligence that prevents crimes. We help companies proactively detect and remediate relevant cyber threats, reducing manual workload and enhancing cybersecurity ROI. Strengthen nation-state defenses. Access targeted, actionable intelligence for countering diverse cyber threats. Utilize rich on-premises data and expert insights to enhance efficiency, reduce false positives, and streamline threat profiling. Discover your attack surface from the attacker’s view. Analyze the adversary’s perspective of your company. This comprehensive understanding allows you to assess the level of risk your organization faces and to prioritize security measures accordingly. Combat digital fraud involving online payments, refunds, bank cards, loyalty programs, and more. -
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Reclaim Security
Reclaim Security
Reclaim Security is an AI-driven cybersecurity platform designed to automatically identify and fix security exposures across an organization’s existing security tools and infrastructure. Instead of simply detecting vulnerabilities or generating alerts, it focuses on automated remediation, helping security teams resolve misconfigurations, enforce security policies, and reduce risk without requiring extensive manual intervention. It scans the organization’s security stack, including cloud environments, identity platforms, endpoint protection tools, and other defenses, to identify gaps, weak configurations, or ineffective controls that could be exploited by attackers. Once risks are detected, it analyzes them in the context of real-world attack techniques and prioritizes the issues that pose the greatest threat. It then proposes remediation actions and can automatically deploy those changes once approved, ensuring security configurations remain optimized.