- GEN AI SECURITY
- Solution landscape
AI Security Solutions Landscape
The landscape includes traditional and emerging security controls addressing LLM and Generative AI risks in the OWASP Top 10. It is not a comprehensive list or an endorsement but a community resource of open source and proprietary solutions. Contributions are open and reviewed for accuracy.
Watch the video
- Commercial
- Stage: Operate
AI Blue Team Service
NRI Secure
AI Blue Team Service provides continuous security monitoring for AI systems, specializing in Large Language Models. It detects AI-specific threats like prompt injection and sensitive
- LLM09:23, LLM08:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Release, Test & Evaluate, Develop & Experiment
Cisco Systems
Cisco AI Validation assesses AI applications and models for security and safety vulnerabilities. We automatically analyze a model’s risk across hundreds of attack techniques and
- LLM09:23, LLM06:23, LLM04:23, LLM03:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
TrojAI Defend
- Compliance Verification, Adversarial Attack Protection, Adversarial Input Detection, Data Privacy and Protection, LLM Enabled Web Application Firewall, Model Behavior Analysis, LLM Guardrails, Regulatory Compliance Tracking, User and Data Privacy Protections, Security Alerting, Security Metrics Collection
TrojAI
TrojAI Defend protects AI models from evolving threats at runtime, including prompt injection, jailbreaking, DoS attacks, data leakage and loss, and toxic or offensive content.
- LLM02:23, LLM01:23, LLM10:23, LLM06:23, LLM04:23
- List Item
- Open Source
- Stage: Develop & Experiment, Scope & Plan
SpiceDB
Open source, Google Zanzibar-inspired permissions database for scalably storing and querying fine-grained authorization data.
- 5300
- 286
- List Item
- Open Source
- Stage: Test & Evaluate
AIShield,Powered by Bosch
AIShield Watchtower automates model and notebook discovery, performing thorough vulnerability scans to identify risks like hard-coded secrets, PII exposure, outdated libraries, serialization attacks, and unsafe
- LLM06:23, LLM05:23, LLM03:23
- 196
- 14
- List Item
- Commercial
- Stage: Scope & Plan
Seezo Security Design Review
Seezo.io
Seezo leverages LLMs to provide context-specific security requirements to developers before they start coding
- List Item
- Commercial
- Stage: Govern
Cranium Platform and AI Trust Hub
Cranium
Whether organizations are builders and/or consumers of AI, Cranium offers a comprehensive platform that enables complete security, compliance, and trust across the entire AI supply
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea Prompt Guard
Pangea
Pangea's Prompt Guard service utilizes a deep understanding of prompt templates, heuristics and trained models to detect direct or indirect prompt injection attacks and jailbreak
- LLM03:23, LLM01:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea Data Guard
Pangea
Prompt inputs, responses, and data ingestion from external sources can all be evaluated for malicious content with Pangea's Data Guard to protect LLMs and users
- LLM10:23, LLM07:23, LLM03:23, LLM02:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Develop & Experiment
Operant 3D Runtime Defense
Operant AI
Operant provides runtime application defense with threat detection and remediation, automated policy enforcement, and in-line PII redaction. It secures cloud-native environments, protecting APIs, data flows,
- LLM01:23, LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23
- List Item
- Open Source
- Stage: Test & Evaluate
CyberSecEval
Meta
CyberSecEval is an extensive benchmark suite under Meta PurpleLlama, designed to evaluate various cybersecurity risks of LLMs, including several listed in the OWASP Top-10 for
- LLM07:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- 2600
- 439
- List Item
- Commercial
- Stage: Govern
Unbound Security
Unbound Security
Unbound AI gateways solves for guardrails, prompt injection, and jailbreaking attacks while helping customers create routing policies based on data sensitivity. For example, prompts containing
- LLM08:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- Adversarial Input Detection, AI/ML Bill of Materials (BOM), Compliance Verification, Data Privacy and Protection, Compliance Management, Incident Governance, Network Security Validation, Observability, Risk Assessment and Management, Regulatory Compliance Tracking, Security Alerting, User and Data Privacy Protections, Security Metrics Collection
Palo Alto Networks
Palo Alto Networks AI Runtime Security provides continuous discovery, protection, and monitoring for genAI applications, preventing security risks such as prompt injections, sensitive data leakage,
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate, Develop & Experiment
AIandMe
- Adversarial Input Detection, Adversarial Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Observability, Incident Simulation, Model and Application Interaction Security, Regulatory Compliance Tracking, Secure Coding Practices, Penetration Testing, Security Alerting, Response Testing, User Activity Monitoring, Vulnerability Scanning
AIandMe
AIandMe provides an end-to-end platform for testing, securing, and monitoring LLM-based AI systems—combining automated adversarial testing, real-time protection, and human-in-the-loop audits to ensure reliable, compliant,
- LLM10:23, LLM07:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Adversarial Testing, Adversarial Attack Protection, Application Security Orchestration and Correlation, AI/LLM Secure Posture Management, Bias and Fairness Testing, Data Integrity and Encryption, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, LLM Benchmarking, Secure Output Handling, Penetration Testing, Security Alerting, Security Metrics Collection, Prompt Security, User Activity Monitoring
Straiker Inc
Secure AI Applications using two products. Ascend AI provides pentesting/red teaming across all layers of the applications. Defend AI provides visibility, guardrails for AI applications.
- List Item
- Commercial
- Stage: Test & Evaluate
Adversa AI Red Teaming Platform
Adversa AI
Adversa AI's Red Teaming platform provides automated security testing of Generative AI systems, identifying all possible vulnerabilities like jailbreaks, prompt injections, and adversarial attacks to
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor
EUNOMATIX
LLMInspect is an enterprise-level Generative AI Gateway to detect and block data leakages and data threats while ensuring the safe use of Commercial LLMs (like
- List Item
- Commercial
- Stage: Test & Evaluate
Enkrypt AI
Enkrypt AI secures enterprises against generative AI risks with its comprehensive security platform that detects threats, removes vulnerabilities, and monitors the latest insights on security,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Test & Evaluate
AIM Intelligence
AIM Supervisor integrates AIM RED for automated AI vulnerability testing, AIM GUARD for real-time threat detection and mitigation, and AIM Benchmark for comprehensive safety evaluations,
- List Item
- Open Source
- Stage: Test & Evaluate
Python Risk Identification Tool for generative AI (PyRIT)
The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Open Source
- Stage: Govern, Test & Evaluate, Scope & Plan
EU Compliance MCP
Ansvar Systems AB
Open-source MCP server providing deterministic, structured access to 50 EU regulations and 2,700+ articles including GDPR, AI Act, NIS2, DORA, and CRA. Every provision hard-linked
- List Item
- Commercial
- Stage: Govern, Scope & Plan
Ansvar Intelligence Portal
Ansvar Systems AB
MCP-native compliance intelligence and threat modeling platform. 91 MCP servers deliver deterministic access to security frameworks, global legislation, and vulnerability data with hard-linked citations to
- List Item
- Open Source
- Stage: Scope & Plan
P.I.L.L.A.R.
P.I.L.L.A.R.
"P.I.L.L.A.R. (Privacy risk Identification with LINDDUN and LLM Analysis Report) is a tool which helps developers to identify privacy threats in their software. It uses
- 15
- 4
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Open Source
- Stage: Develop & Experiment, Scope & Plan
SpiceDB
Open source, Google Zanzibar-inspired permissions database for scalably storing and querying fine-grained authorization data.
- 5300
- 286
- List Item
- Commercial
- Stage: Scope & Plan
Microsoft
Defender for Cloud AI-SPM identifies vulnerabilities and misconfigurations in generative AI apps on Azure OpenAI, Azure Machine Learning, and Amazon Bedrock, providing actionable recommendations and
- List Item
- Commercial
- Stage: Scope & Plan
Seezo Security Design Review
Seezo.io
Seezo leverages LLMs to provide context-specific security requirements to developers before they start coding
- List Item
- Open Source
- Stage: Scope & Plan
StrideGPT
Stride GPT
A threat model helps identify and evaluate potential security threats to applications / systems. It provides a systematic approach to understanding possible vulnerabilities and attack
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Scope & Plan
Mitre ATLAS
Mitre
ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) is a globally accessible, living knowledge base of adversary tactics and techniques against Al-enabled systems based on real-world
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Ethical Compliance, Early Identification of Sensitive Data, Model Behavior Analysis, LLM & App Vulnerability Scanning, Data Leakage Protection, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, LLM Benchmarking, Regulatory Compliance Tracking, Penetration Testing, Security Alerting, Response Testing, Privacy Protection, Software Composition Analysis, User Activity Monitoring, Runtime Application Self-Protection
Pillar Security
Pillar enables teams to rapidly adopt AI with minimal risk by providing a unified AI security layer across the organization
- LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Securiti
Securiti Data Command Center provides unified intelligence, controls, and orchestration for enabling the safe use of data and AI across hybrid multi-clouds. Enterprises rely on
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Commercial
- Stage: Govern, Monitor, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data
Highflame RED
Highflame AI
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Commercial
- Stage: Augm & Fine Tune Data
Highflame RED
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Open Source
- Stage: Augm & Fine Tune Data
Decisionbox
Decisionbox
Decisionbox makes LLM applications learn from data by transforming zero-shot prompts into fine-tuned machine learning classifiers.
- LLM05:23, LLM03:23, LLM02:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Ethical Compliance, Early Identification of Sensitive Data, Model Behavior Analysis, LLM & App Vulnerability Scanning, Data Leakage Protection, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, LLM Benchmarking, Regulatory Compliance Tracking, Penetration Testing, Security Alerting, Response Testing, Privacy Protection, Software Composition Analysis, User Activity Monitoring, Runtime Application Self-Protection
Pillar Security
Pillar enables teams to rapidly adopt AI with minimal risk by providing a unified AI security layer across the organization
- LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Augm & Fine Tune Data
Unstructured.io
Unstructured.io
Unstructured is the leading provider of LLM data preprocessing solutions, empowering organizations to transform their internal unstructured data into formats compatible with large language models
- LLM06:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Securiti
Securiti Data Command Center provides unified intelligence, controls, and orchestration for enabling the safe use of data and AI across hybrid multi-clouds. Enterprises rely on
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Commercial
- Stage: Govern, Monitor, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data
Highflame RED
Highflame AI
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Commercial
- Stage: Monitor, Deploy, Test & Evaluate, Develop & Experiment
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate, Develop & Experiment
AIandMe
- Adversarial Input Detection, Adversarial Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Observability, Incident Simulation, Model and Application Interaction Security, Regulatory Compliance Tracking, Secure Coding Practices, Penetration Testing, Security Alerting, Response Testing, User Activity Monitoring, Vulnerability Scanning
AIandMe
AIandMe provides an end-to-end platform for testing, securing, and monitoring LLM-based AI systems—combining automated adversarial testing, real-time protection, and human-in-the-loop audits to ensure reliable, compliant,
- LLM10:23, LLM07:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Open Source
- Stage: Develop & Experiment, Scope & Plan
SpiceDB
Open source, Google Zanzibar-inspired permissions database for scalably storing and querying fine-grained authorization data.
- 5300
- 286
- List Item
- Commercial
- Stage: Test & Evaluate, Develop & Experiment
TrojAI
TrojAI Detect secures AI behavior at build time. The AI security platform continuously red teams AI models to find security weaknesses in AI, ML, and
- LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM06:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Develop & Experiment
Operant 3D Runtime Defense
Operant AI
Operant provides runtime application defense with threat detection and remediation, automated policy enforcement, and in-line PII redaction. It secures cloud-native environments, protecting APIs, data flows,
- LLM01:23, LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea Sanitize
Pangea
Utilize Pangea's Sanitize service to ensure that malicious scripts, malicious links, profanity, and regulated PII are not submitted in prompt inputs, prompt responses, or in
- LLM06:23, LLM05:23, LLM03:23, LLM02:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea
Pangea's Authorization service is an access control engine that integrates with any AI application through easy-to-use APIs and SDKs. It is used to enforce access
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea
Secure authentication, with support for adaptive threat intelligence, built specifically to protect access to your AI application, protect your users, and your organization.
- LLM10:23, LLM07:23, LLM04:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea
Protect your users and application by redacting sensitive info from prompt inputs, prompt responses, and contextual data, using Pangea's Redact service.
- LLM06:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea Data Guard
Pangea
Prompt inputs, responses, and data ingestion from external sources can all be evaluated for malicious content with Pangea's Data Guard to protect LLMs and users
- LLM10:23, LLM07:23, LLM03:23, LLM02:23
- List Item
- Open Source
- Stage: Deploy, Develop & Experiment
PurpleLlama CodeShield
Meta
CodeShield is an effort to mitigate against the insecure code generated by LLMs. CodeShield is a robust inference time filtering tool engineered to prevent the
- LLM02:23
- List Item
- Commercial
- Stage: Develop & Experiment
Pangea Prompt Guard
Pangea
Pangea's Prompt Guard service utilizes a deep understanding of prompt templates, heuristics and trained models to detect direct or indirect prompt injection attacks and jailbreak
- LLM03:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Release, Test & Evaluate, Develop & Experiment
Cisco Systems
Cisco AI Validation assesses AI applications and models for security and safety vulnerabilities. We automatically analyze a model’s risk across hundreds of attack techniques and
- LLM09:23, LLM06:23, LLM04:23, LLM03:23, LLM01:23
- List Item
- Commercial
- Stage: Develop & Experiment
Mend AI
Mend AI provides a shift-left solution for securing AI-driven applications. It enables discovery of shadow AI, security and compliance analysis through code scanning and red-teaming,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Test & Evaluate, Develop & Experiment
Aqua Security
Aqua facilitates secure application development and runtime protection by addressing vulnerabilities outlined in the OWASP Top 10 for LLM applications.
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Develop & Experiment
Flickling
Trail of Bits
Fickling can help securing AI/ML codebases by automatically scanning pickle files contained in models. Fickling hooks the pickle module and verifies imports made when loading
- LLM03:23
- 398
- 43
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Ethical Compliance, Early Identification of Sensitive Data, Model Behavior Analysis, LLM & App Vulnerability Scanning, Data Leakage Protection, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, LLM Benchmarking, Regulatory Compliance Tracking, Penetration Testing, Security Alerting, Response Testing, Privacy Protection, Software Composition Analysis, User Activity Monitoring, Runtime Application Self-Protection
Pillar Security
Pillar enables teams to rapidly adopt AI with minimal risk by providing a unified AI security layer across the organization
- LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Test & Evaluate
Python Risk Identification Tool for generative AI (PyRIT)
The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Open Source
- Stage: Govern, Test & Evaluate, Scope & Plan
EU Compliance MCP
Ansvar Systems AB
Open-source MCP server providing deterministic, structured access to 50 EU regulations and 2,700+ articles including GDPR, AI Act, NIS2, DORA, and CRA. Every provision hard-linked
- List Item
- Commercial
- Stage: Govern, Monitor, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data
Highflame RED
Highflame AI
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Commercial
- Stage: Test & Evaluate
DryRun Security
DryRun Security
DryRun Security helps engineering teams identify risky code before it ships using contextual security analysis. It surfaces subtle security flaws by understanding code behavior, not
- List Item
- Commercial
- Stage: Monitor, Deploy, Test & Evaluate, Develop & Experiment
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Commercial
- Stage: Test & Evaluate, Govern, Monitor, Release
The CalypsoAI Inference Platform
- Adversarial Testing, AI/ML Bill of Materials (BOM), Bias and Fairness Oversight, AI/LLM Secure Posture Management, Application Security Orchestration and Correlation, Digital Model Signing, Compliance Management, Data Privacy and Protection, Model Security Posture Evaluation, Ethical Compliance, Data Security Posture Management, Bias and Fairness Testing, Secure CI/CD pipeline, Final Security Audit, Model Behavior Analysis, Incident Governance, Observability, Incident Simulation, SAST/DAST/IAST, LLM Benchmarking, Supply Chain Verification, Patch and Update Alerts, User Access Control Validation, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Response Testing, User/Machine Access audits, Security Alerting, Security Metrics Collection, Vulnerability Scanning, User Activity Monitoring
CalypsoAI
CalypsoAI secures GenAI across applications and agents. The CalypsoAI Inference Platform tests, defends, and monitors AI in development and production. With Defend, Red-Team, and Observe,
- LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM07:23, LLM06:23
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate, Develop & Experiment
AIandMe
- Adversarial Input Detection, Adversarial Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Observability, Incident Simulation, Model and Application Interaction Security, Regulatory Compliance Tracking, Secure Coding Practices, Penetration Testing, Security Alerting, Response Testing, User Activity Monitoring, Vulnerability Scanning
AIandMe
AIandMe provides an end-to-end platform for testing, securing, and monitoring LLM-based AI systems—combining automated adversarial testing, real-time protection, and human-in-the-loop audits to ensure reliable, compliant,
- LLM10:23, LLM07:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Test & Evaluate
SAIFE X RedTeam
Eroun&Company
RedTeam solution to automate detection of malicious prompt attack vulnerabilities against LLM
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate
KELA
AiFort by KELA is an automated, intelligence-led red teaming platform designed to protect GenAI applications. AiFort allows organizations full protection through test simulations of their
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Adversarial Testing, Adversarial Attack Protection, Application Security Orchestration and Correlation, AI/LLM Secure Posture Management, Bias and Fairness Testing, Data Integrity and Encryption, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, LLM Benchmarking, Secure Output Handling, Penetration Testing, Security Alerting, Security Metrics Collection, Prompt Security, User Activity Monitoring
Straiker Inc
Secure AI Applications using two products. Ascend AI provides pentesting/red teaming across all layers of the applications. Defend AI provides visibility, guardrails for AI applications.
- List Item
- Commercial
- Stage: Test & Evaluate
AIM Intelligence
AIM Supervisor integrates AIM RED for automated AI vulnerability testing, AIM GUARD for real-time threat detection and mitigation, and AIM Benchmark for comprehensive safety evaluations,
- List Item
- Commercial
- Stage: Test & Evaluate
Adversa AI Red Teaming Platform
Adversa AI
Adversa AI's Red Teaming platform provides automated security testing of Generative AI systems, identifying all possible vulnerabilities like jailbreaks, prompt injections, and adversarial attacks to
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Adversarial Testing, Adversarial Attack Protection, Compliance Management, Ethical Compliance, Data Leakage Protection, LLM Guardrails, Observability, LLM Benchmarking, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Prompt Security, Vulnerability Scanning, User Activity Monitoring
Dynamo AI
DynamoGuard offers real-time guardrailing for GenAI, customizable in natural language and capable of running in the cloud, hybrid, on-prem or fully on edge devices to
- List Item
- Commercial
- Stage: Test & Evaluate
AIShield AISpectra
AIShield,Powered by Bosch
- LLM10:23, LLM06:23, LLM05:23, LLM03:23, LLM01:23
- List Item
- Open Source
- Stage: Test & Evaluate
AIShield,Powered by Bosch
AIShield Watchtower automates model and notebook discovery, performing thorough vulnerability scans to identify risks like hard-coded secrets, PII exposure, outdated libraries, serialization attacks, and unsafe
- LLM06:23, LLM05:23, LLM03:23
- 196
- 14
- List Item
- Commercial
- Stage: Test & Evaluate
Mindgard
Continuous security testing of AI across an organization. Our product is a DAST solution that finds and remediates AI vulnerabilities only detectable at run time.
- LLM10:23, LLM09:23, LLM08:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Test & Evaluate, Develop & Experiment
TrojAI
TrojAI Detect secures AI behavior at build time. The AI security platform continuously red teams AI models to find security weaknesses in AI, ML, and
- LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM06:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Commercial
- Stage: Govern, Monitor, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data
Highflame RED
Highflame AI
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Commercial
- Stage: Deploy
Lasso for Applications
Lasso Security
Lasso for Applications provides continuous protection and comprehensive control for all GenAI applications, agents, and models used or developed by your organization. With advanced monitoring
- List Item
- Commercial
- Stage: Deploy
Lasso for Employees
Lasso Security
Lasso for employees is an easy-to-install Browser Extension that provides organizations with a holistic view and comprehensive protection of GenAI usage in under 10 minutes
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Test & Evaluate, Develop & Experiment
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
AI Trust Platform
- Adversarial Attack Protection, Adversarial Input Detection, AI/LLM Secure Posture Management, Data Privacy and Protection, Ethical Compliance, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, Secure Output Handling, Security Alerting, User and Data Privacy Protections, Privacy Protection, Security Metrics Collection, Prompt Security, User Activity Monitoring, Runtime Application Self-Protection
Preamble
Preamble provides runtime guardrails for RAG, LLMs, and AI agents by enforcing safety, privacy, security, and compliance policies while mitigating real-time risks to ensure secure,
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
TrojAI Defend
- Compliance Verification, Adversarial Attack Protection, Adversarial Input Detection, Data Privacy and Protection, LLM Enabled Web Application Firewall, Model Behavior Analysis, LLM Guardrails, Regulatory Compliance Tracking, User and Data Privacy Protections, Security Alerting, Security Metrics Collection
TrojAI
TrojAI Defend protects AI models from evolving threats at runtime, including prompt injection, jailbreaking, DoS attacks, data leakage and loss, and toxic or offensive content.
- LLM02:23, LLM01:23, LLM10:23, LLM06:23, LLM04:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Develop & Experiment
Operant 3D Runtime Defense
Operant AI
Operant provides runtime application defense with threat detection and remediation, automated policy enforcement, and in-line PII redaction. It secures cloud-native environments, protecting APIs, data flows,
- LLM01:23, LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- Adversarial Input Detection, AI/ML Bill of Materials (BOM), Compliance Verification, Data Privacy and Protection, Compliance Management, Incident Governance, Network Security Validation, Observability, Risk Assessment and Management, Regulatory Compliance Tracking, Security Alerting, User and Data Privacy Protections, Security Metrics Collection
Palo Alto Networks
Palo Alto Networks AI Runtime Security provides continuous discovery, protection, and monitoring for genAI applications, preventing security risks such as prompt injections, sensitive data leakage,
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23
- List Item
- Open Source
- Stage: Deploy, Develop & Experiment
PurpleLlama CodeShield
Meta
CodeShield is an effort to mitigate against the insecure code generated by LLMs. CodeShield is a robust inference time filtering tool engineered to prevent the
- LLM02:23
- List Item
- Commercial
- Stage: Operate, Deploy
Cisco Systems, Inc.
Cisco AI Runtime secures GenAI apps to address threats like prompt injections, sensitive data loss, and compliance concerns. Deploy guardrails around safety, privacy, relevancy, and
- LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Test & Evaluate, Develop & Experiment
Aqua Security
Aqua facilitates secure application development and runtime protection by addressing vulnerabilities outlined in the OWASP Top 10 for LLM applications.
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Operate, Deploy
IronCore Labs Cloaked AI
IronCore Labs
Encrypts vector embeddings stored in databases while still allowing kNN/aNN searches and preventing vector inversion attacks.
- LLM06:23
- 10
- 3
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Securiti
Securiti Data Command Center provides unified intelligence, controls, and orchestration for enabling the safe use of data and AI across hybrid multi-clouds. Enterprises rely on
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Open Source
- Stage: Operate
Infosys Responsible AI Toolkit
Infosys
Infosys Responsible AI Toolkit is an API-based solution to build secure AI application addressing prompt injection, jailbreaks, identify model vulnerabilities and provide defense mechanism as
- 37
- 20
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Skyrelis
- Adversarial Input Detection, Data Privacy and Protection, Compliance Management, Data Security Posture Management, Model Behavior Analysis, Observability, LLM Guardrails, LLM Incident Detection and Response, Risk Assessment and Management, Regulatory Compliance Tracking, User/Machine Access audits, Security Alerting, Security Metrics Collection, Runtime Application Self-Protection, User Activity Monitoring
Skyrelis
Skyrelis provides runtime policy enforcement and agent behavior monitoring for multi-agent systems, enabling fine-grained visibility, risk scoring, and adaptive controls to mitigate misuse and ensure
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Monitor, Operate
Trend Micro
Trend Vision One™ is an AI-powered cybersecurity platform that centralizes risk management, security operations, and protection layers across your entire digital estate, helping predict and
- LLM05:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM08:23, LLM06:23
- List Item
- Open Source
- Stage: Operate
Insight For Webserver (IWS)
Infotect Security
IWS scans outbound response traffic in real time for undesirable content and confidential data at layer 4. It is a paradigm shift in web security.
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Commercial
- Stage: Operate
Microsoft Security – Secure and Govern AI
Microsoft
Microsoft Security provides capabilities to discover, protect, and govern AI applications. Data Security, AI Security Posture Management, AI Threat Protection, AI governance and more.
- LLM05:23, LLM04:23, LLM02:23, LLM01:23, LLM09:23, LLM08:23, LLM06:23
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
AI Trust Platform
- Adversarial Attack Protection, Adversarial Input Detection, AI/LLM Secure Posture Management, Data Privacy and Protection, Ethical Compliance, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, Secure Output Handling, Security Alerting, User and Data Privacy Protections, Privacy Protection, Security Metrics Collection, Prompt Security, User Activity Monitoring, Runtime Application Self-Protection
Preamble
Preamble provides runtime guardrails for RAG, LLMs, and AI agents by enforcing safety, privacy, security, and compliance policies while mitigating real-time risks to ensure secure,
- List Item
- Commercial
- Stage: Operate
WebOrion® Protector Plus
Cloudsine Pte Ltd
WebOrion® Protector Plus is a GenAI firewall, built to protect GenAI applications against cyber threats. Its ShieldPrompt™ add-on offers an advanced level of protection, including
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Adversarial Testing, Adversarial Attack Protection, Application Security Orchestration and Correlation, AI/LLM Secure Posture Management, Bias and Fairness Testing, Data Integrity and Encryption, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, LLM Benchmarking, Secure Output Handling, Penetration Testing, Security Alerting, Security Metrics Collection, Prompt Security, User Activity Monitoring
Straiker Inc
Secure AI Applications using two products. Ascend AI provides pentesting/red teaming across all layers of the applications. Defend AI provides visibility, guardrails for AI applications.
- List Item
- Open Source
- Stage: Operate
Dyana
Dyana is a sandbox environment using Docker and Tracee for loading, running and profiling a wide range of files, including machine learning models, ELF executables,
- 109
- 4
- List Item
- Commercial
- Stage: Operate
F5 AI Gateway
F5
F5 AI Gateway is an advanced security solution that protects, accelerates, and observes AI-powered applications.
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Adversarial Testing, Adversarial Attack Protection, Compliance Management, Ethical Compliance, Data Leakage Protection, LLM Guardrails, Observability, LLM Benchmarking, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Prompt Security, Vulnerability Scanning, User Activity Monitoring
Dynamo AI
DynamoGuard offers real-time guardrailing for GenAI, customizable in natural language and capable of running in the cloud, hybrid, on-prem or fully on edge devices to
- List Item
- Commercial
- Stage: Operate
Knostic
Knostic identifies data leakage from LLM-powered enterprise search and provides need-to-know based access controls, ensuring employees receive only the information necessary for their roles, thereby
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
TrojAI Defend
- Compliance Verification, Adversarial Attack Protection, Adversarial Input Detection, Data Privacy and Protection, LLM Enabled Web Application Firewall, Model Behavior Analysis, LLM Guardrails, Regulatory Compliance Tracking, User and Data Privacy Protections, Security Alerting, Security Metrics Collection
TrojAI
TrojAI Defend protects AI models from evolving threats at runtime, including prompt injection, jailbreaking, DoS attacks, data leakage and loss, and toxic or offensive content.
- LLM02:23, LLM01:23, LLM10:23, LLM06:23, LLM04:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- Adversarial Input Detection, AI/ML Bill of Materials (BOM), Compliance Verification, Data Privacy and Protection, Compliance Management, Incident Governance, Network Security Validation, Observability, Risk Assessment and Management, Regulatory Compliance Tracking, Security Alerting, User and Data Privacy Protections, Security Metrics Collection
Palo Alto Networks
Palo Alto Networks AI Runtime Security provides continuous discovery, protection, and monitoring for genAI applications, preventing security risks such as prompt injections, sensitive data leakage,
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Blueteam AI Gateway
- Adversarial Attack Protection, Bias and Fairness Oversight, Compliance Management, Data Security Posture Management, Data Integrity and Encryption, Data Leakage Protection, LLM Guardrails, Secure Output Handling, User/Machine Access audits, Privacy Protection, Prompt Security, Runtime Application Self-Protection
Blueteam AI
Blueteam AI Gateway is a network-layer appliance that intercepts traffic to AI models and discovers AI use, safeguards data from leaking, and governs safe and
- LLM09:23, LLM06:23, LLM04:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Aim AI Security Platform
- Adversarial Attack Protection, Automated Vulnerability Scanning, Compliance Management, Data Security Posture Management, Data Leakage Protection, LLM Guardrails, Secure Output Handling, LLM Incident Detection and Response, Risk Assessment and Management, User/Machine Access audits, Privacy Protection, Prompt Security, Runtime Application Self-Protection
Aim Security
The Aim AI Security Platform enables enterprises to secure every AI interaction throughout their AI adoption journey, from AI applications used directly by employees to
- LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Operate
Llama Guard
Meta
Llama Guard is a set of LLM system safeguards designed to support developers to detect various common types of violating content across multiple use cases
- LLM01:23, LLM07:23, LLM06:23, LLM02:23
- 2600
- 440
- List Item
- Commercial
- Stage: Operate, Deploy
Cisco Systems, Inc.
Cisco AI Runtime secures GenAI apps to address threats like prompt injections, sensitive data loss, and compliance concerns. Deploy guardrails around safety, privacy, relevancy, and
- LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Commercial
- Stage: Govern, Monitor, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data
Highflame RED
Highflame AI
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Commercial
- Stage: Monitor
Apex Security AI
Apex Security leverages proprietary AI models to detect adversarial attempts in LLM inputs/outputs, identifying sensitive data exposure, leakage, complex manipulations, and risky agents. It integrates
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor
EUNOMATIX
LLMInspect is an enterprise-level Generative AI Gateway to detect and block data leakages and data threats while ensuring the safe use of Commercial LLMs (like
- List Item
- Commercial
- Stage: Monitor
Fiddler AI
The Fiddler AI Observability and Security platform offers the industry's fastest guardrails, with response times <100 ms, to protect LLM applications from hallucinations, safety violations,
- LLM09:23, LLM07:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Skyrelis
- Adversarial Input Detection, Data Privacy and Protection, Compliance Management, Data Security Posture Management, Model Behavior Analysis, Observability, LLM Guardrails, LLM Incident Detection and Response, Risk Assessment and Management, Regulatory Compliance Tracking, User/Machine Access audits, Security Alerting, Security Metrics Collection, Runtime Application Self-Protection, User Activity Monitoring
Skyrelis
Skyrelis provides runtime policy enforcement and agent behavior monitoring for multi-agent systems, enabling fine-grained visibility, risk scoring, and adaptive controls to mitigate misuse and ensure
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Monitor
GuardionAI
GuardionAI provides a realtime & adaptive LLM guardrails API against prompt attacks, data leaks, off-policy behavior, and content violations. The platform allows users to monitor,
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate
Trend Micro
Trend Vision One™ is an AI-powered cybersecurity platform that centralizes risk management, security operations, and protection layers across your entire digital estate, helping predict and
- LLM05:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM08:23, LLM06:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Test & Evaluate, Develop & Experiment
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Commercial
- Stage: Test & Evaluate, Govern, Monitor, Release
The CalypsoAI Inference Platform
- Adversarial Testing, AI/ML Bill of Materials (BOM), Bias and Fairness Oversight, AI/LLM Secure Posture Management, Application Security Orchestration and Correlation, Digital Model Signing, Compliance Management, Data Privacy and Protection, Model Security Posture Evaluation, Ethical Compliance, Data Security Posture Management, Bias and Fairness Testing, Secure CI/CD pipeline, Final Security Audit, Model Behavior Analysis, Incident Governance, Observability, Incident Simulation, SAST/DAST/IAST, LLM Benchmarking, Supply Chain Verification, Patch and Update Alerts, User Access Control Validation, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Response Testing, User/Machine Access audits, Security Alerting, Security Metrics Collection, Vulnerability Scanning, User Activity Monitoring
CalypsoAI
CalypsoAI secures GenAI across applications and agents. The CalypsoAI Inference Platform tests, defends, and monitors AI in development and production. With Defend, Red-Team, and Observe,
- LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM07:23, LLM06:23
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate, Develop & Experiment
AIandMe
- Adversarial Input Detection, Adversarial Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Observability, Incident Simulation, Model and Application Interaction Security, Regulatory Compliance Tracking, Secure Coding Practices, Penetration Testing, Security Alerting, Response Testing, User Activity Monitoring, Vulnerability Scanning
AIandMe
AIandMe provides an end-to-end platform for testing, securing, and monitoring LLM-based AI systems—combining automated adversarial testing, real-time protection, and human-in-the-loop audits to ensure reliable, compliant,
- LLM10:23, LLM07:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate
KELA
AiFort by KELA is an automated, intelligence-led red teaming platform designed to protect GenAI applications. AiFort allows organizations full protection through test simulations of their
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
AI Trust Platform
- Adversarial Attack Protection, Adversarial Input Detection, AI/LLM Secure Posture Management, Data Privacy and Protection, Ethical Compliance, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, Secure Output Handling, Security Alerting, User and Data Privacy Protections, Privacy Protection, Security Metrics Collection, Prompt Security, User Activity Monitoring, Runtime Application Self-Protection
Preamble
Preamble provides runtime guardrails for RAG, LLMs, and AI agents by enforcing safety, privacy, security, and compliance policies while mitigating real-time risks to ensure secure,
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Adversarial Testing, Adversarial Attack Protection, Application Security Orchestration and Correlation, AI/LLM Secure Posture Management, Bias and Fairness Testing, Data Integrity and Encryption, Data Leakage Protection, Observability, LLM Guardrails, LLM Incident Detection and Response, LLM Benchmarking, Secure Output Handling, Penetration Testing, Security Alerting, Security Metrics Collection, Prompt Security, User Activity Monitoring
Straiker Inc
Secure AI Applications using two products. Ascend AI provides pentesting/red teaming across all layers of the applications. Defend AI provides visibility, guardrails for AI applications.
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Adversarial Testing, Adversarial Attack Protection, Compliance Management, Ethical Compliance, Data Leakage Protection, LLM Guardrails, Observability, LLM Benchmarking, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Prompt Security, Vulnerability Scanning, User Activity Monitoring
Dynamo AI
DynamoGuard offers real-time guardrailing for GenAI, customizable in natural language and capable of running in the cloud, hybrid, on-prem or fully on edge devices to
- List Item
- Commercial
- Stage: Monitor
AISheild,Powered by Bosch
AIShield Guardian functions as an AI firewall and guardrail, providing secure access control, sensitive data protection, and live monitoring. It safeguards interactions between applications and
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
TrojAI Defend
- Compliance Verification, Adversarial Attack Protection, Adversarial Input Detection, Data Privacy and Protection, LLM Enabled Web Application Firewall, Model Behavior Analysis, LLM Guardrails, Regulatory Compliance Tracking, User and Data Privacy Protections, Security Alerting, Security Metrics Collection
TrojAI
TrojAI Defend protects AI models from evolving threats at runtime, including prompt injection, jailbreaking, DoS attacks, data leakage and loss, and toxic or offensive content.
- LLM02:23, LLM01:23, LLM10:23, LLM06:23, LLM04:23
- List Item
- Commercial
- Stage: Monitor, Deploy, Develop & Experiment
Operant 3D Runtime Defense
Operant AI
Operant provides runtime application defense with threat detection and remediation, automated policy enforcement, and in-line PII redaction. It secures cloud-native environments, protecting APIs, data flows,
- LLM01:23, LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- Adversarial Input Detection, AI/ML Bill of Materials (BOM), Compliance Verification, Data Privacy and Protection, Compliance Management, Incident Governance, Network Security Validation, Observability, Risk Assessment and Management, Regulatory Compliance Tracking, Security Alerting, User and Data Privacy Protections, Security Metrics Collection
Palo Alto Networks
Palo Alto Networks AI Runtime Security provides continuous discovery, protection, and monitoring for genAI applications, preventing security risks such as prompt injections, sensitive data leakage,
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Cisco AI Defense
Cisco
Could you please update your Cisco offering on the page to the proper product name: Cisco AI Defense? You are currently referring to it as
- List Item
- Open Source
- Stage: Govern, Test & Evaluate, Scope & Plan
EU Compliance MCP
Ansvar Systems AB
Open-source MCP server providing deterministic, structured access to 50 EU regulations and 2,700+ articles including GDPR, AI Act, NIS2, DORA, and CRA. Every provision hard-linked
- List Item
- Commercial
- Stage: Govern, Scope & Plan
Ansvar Intelligence Portal
Ansvar Systems AB
MCP-native compliance intelligence and threat modeling platform. 91 MCP servers deliver deterministic access to security frameworks, global legislation, and vulnerability data with hard-linked citations to
- List Item
- Commercial
- Stage: Govern, Monitor, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data
Highflame RED
Highflame AI
Highflame RED provides autonomous adversarial testing of AI Agents using research backed attack engines that generate novel & real-life adversarial testing scenarios. The RED teaming
- List Item
- Open Source
- Stage: Govern
Pomerium
Pomerium adds per request authentication and authorization with verbose logging for AI Agents and LLMs accessing MCP Servers.
- LLM10:23, LLM06:23, LLM02:23, LLM01:23
- 4295
- 301
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Skyrelis
- Adversarial Input Detection, Data Privacy and Protection, Compliance Management, Data Security Posture Management, Model Behavior Analysis, Observability, LLM Guardrails, LLM Incident Detection and Response, Risk Assessment and Management, Regulatory Compliance Tracking, User/Machine Access audits, Security Alerting, Security Metrics Collection, Runtime Application Self-Protection, User Activity Monitoring
Skyrelis
Skyrelis provides runtime policy enforcement and agent behavior monitoring for multi-agent systems, enabling fine-grained visibility, risk scoring, and adaptive controls to mitigate misuse and ensure
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Test & Evaluate, Govern, Monitor, Release
The CalypsoAI Inference Platform
- Adversarial Testing, AI/ML Bill of Materials (BOM), Bias and Fairness Oversight, AI/LLM Secure Posture Management, Application Security Orchestration and Correlation, Digital Model Signing, Compliance Management, Data Privacy and Protection, Model Security Posture Evaluation, Ethical Compliance, Data Security Posture Management, Bias and Fairness Testing, Secure CI/CD pipeline, Final Security Audit, Model Behavior Analysis, Incident Governance, Observability, Incident Simulation, SAST/DAST/IAST, LLM Benchmarking, Supply Chain Verification, Patch and Update Alerts, User Access Control Validation, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Response Testing, User/Machine Access audits, Security Alerting, Security Metrics Collection, Vulnerability Scanning, User Activity Monitoring
CalypsoAI
CalypsoAI secures GenAI across applications and agents. The CalypsoAI Inference Platform tests, defends, and monitors AI in development and production. With Defend, Red-Team, and Observe,
- LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM07:23, LLM06:23
- List Item
- Open Source
- Stage: Scope & Plan, Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment
Noma Security
- Adversarial Input Detection, Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Data Privacy and Protection, Automated Vulnerability Scanning, Secure CI/CD pipeline, LLM & App Vulnerability Scanning, LLM Enabled Web Application Firewall, Third-Party Risk Assessment, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, Secure Output Handling, Supply Chain Verification, SAST/DAST/IAST, Penetration Testing, Secure Coding Practices, Response Testing, Secure Library/Code Repository, Software Composition Analysis, Prompt Security, Vulnerability Scanning, Runtime Application Self-Protection
Noma Security
"Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other
- List Item
- Commercial
- Stage: Govern
Cranium Platform and AI Trust Hub
Cranium
Whether organizations are builders and/or consumers of AI, Cranium offers a comprehensive platform that enables complete security, compliance, and trust across the entire AI supply
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Adversarial Testing, Adversarial Attack Protection, Compliance Management, Ethical Compliance, Data Leakage Protection, LLM Guardrails, Observability, LLM Benchmarking, Risk Assessment and Management, Penetration Testing, Regulatory Compliance Tracking, Prompt Security, Vulnerability Scanning, User Activity Monitoring
Dynamo AI
DynamoGuard offers real-time guardrailing for GenAI, customizable in natural language and capable of running in the cloud, hybrid, on-prem or fully on edge devices to
- List Item
- Commercial
- Stage: Govern
Unbound Security
Unbound Security
Unbound AI gateways solves for guardrails, prompt injection, and jailbreaking attacks while helping customers create routing policies based on data sensitivity. For example, prompts containing
- LLM08:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- Adversarial Input Detection, AI/ML Bill of Materials (BOM), Compliance Verification, Data Privacy and Protection, Compliance Management, Incident Governance, Network Security Validation, Observability, Risk Assessment and Management, Regulatory Compliance Tracking, Security Alerting, User and Data Privacy Protections, Security Metrics Collection
Palo Alto Networks
Palo Alto Networks AI Runtime Security provides continuous discovery, protection, and monitoring for genAI applications, preventing security risks such as prompt injections, sensitive data leakage,
- LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Blueteam AI Gateway
- Adversarial Attack Protection, Bias and Fairness Oversight, Compliance Management, Data Security Posture Management, Data Integrity and Encryption, Data Leakage Protection, LLM Guardrails, Secure Output Handling, User/Machine Access audits, Privacy Protection, Prompt Security, Runtime Application Self-Protection
Blueteam AI
Blueteam AI Gateway is a network-layer appliance that intercepts traffic to AI models and discovers AI use, safeguards data from leaking, and governs safe and
- LLM09:23, LLM06:23, LLM04:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Aim AI Security Platform
- Adversarial Attack Protection, Automated Vulnerability Scanning, Compliance Management, Data Security Posture Management, Data Leakage Protection, LLM Guardrails, Secure Output Handling, LLM Incident Detection and Response, Risk Assessment and Management, User/Machine Access audits, Privacy Protection, Prompt Security, Runtime Application Self-Protection
Aim Security
The Aim AI Security Platform enables enterprises to secure every AI interaction throughout their AI adoption journey, from AI applications used directly by employees to
- LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Release, Test & Evaluate, Develop & Experiment
Cisco Systems
Cisco AI Validation assesses AI applications and models for security and safety vulnerabilities. We automatically analyze a model’s risk across hundreds of attack techniques and
- LLM09:23, LLM06:23, LLM04:23, LLM03:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- Adversarial Testing, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), Ethical Compliance, Early Identification of Sensitive Data, Model Behavior Analysis, LLM & App Vulnerability Scanning, Data Leakage Protection, Incident Simulation, Model and Application Interaction Security, LLM Guardrails, LLM Benchmarking, Regulatory Compliance Tracking, Penetration Testing, Security Alerting, Response Testing, Privacy Protection, Software Composition Analysis, User Activity Monitoring, Runtime Application Self-Protection
Pillar Security
Pillar enables teams to rapidly adopt AI with minimal risk by providing a unified AI security layer across the organization
- LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Govern
AI Verify Foundation
AI Verify is an AI governance testing framework and software toolkit that validates the performance of AI systems against a set of internationally recognized principles
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Securiti
Securiti Data Command Center provides unified intelligence, controls, and orchestration for enabling the safe use of data and AI across hybrid multi-clouds. Enterprises rely on
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate
Lasso Secure Gateway for LLMs
Lasso Security
Lasso Security is a Secure Gateway for LLMs and provides Anomaly Detection, Insecure Output Handling, Prompt Injection Detection, Data & Knowledge Protection, Hallucination Detection, Supply-Chain
- LLM02:23, LLM01:23
- List Item