- 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.
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- 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
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
- Commercial
- Stage: Monitor
Protect AI
Enable detection and response across all enterprise LLM applications.
- LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Test & Evaluate
Harmbench
HarmBench is a new evaluation framework for automated red teaming and robust refusal.
- LLM03:23, LLM02:23, LLM01:23, LLM09:23, LLM08:23, LLM06:23
- 290
- 49
- List Item
- Open Source
- Stage: Deploy, Test & Evaluate, Develop & Experiment
Infosys Responsible AI Toolkit
- Adversarial Testing, LLM Benchmarking, Penetration Testing, Bias and Fairness Testing, Incident Simulation, Final Security Audit, LLM & App Vulnerability Scanning, Model and Application Interaction Security, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Application Security Orchestration and Correlation
Infosys
The Infosys Responsible AI Toolkit (Technical Guardrail) is API Based solution designed to ensure the ethical and responsible development of AI applications. By integrating safety,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 5
- 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: 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: 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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
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- 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
- LLM07:23, LLM06:23, LLM02:23, LLM01:23
- 2600
- 440
- 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
- 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
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
- LLM08:23, LLM04:23
- List Item
- Commercial
- Stage: Test & Evaluate
AIShield AISpectra
AIShield,Powered by Bosch
- LLM10:23, LLM06:23, LLM05:23, LLM03:23, LLM01:23
- 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
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, 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: Operate
F5 AI Gateway
F5
F5 AI Gateway is an advanced security solution that protects, accelerates, and observes AI-powered applications.
- LLM10:23, LLM05:23, LLM02:23, LLM01:23
- 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: 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
- 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
- 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
- LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23
- 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
- LLM09:23, LLM08:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- 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, Scope & Plan
SpiceDB
Open source, Google Zanzibar-inspired permissions database for scalably storing and querying fine-grained authorization data.
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- 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
- LLM08:23, LLM04:23
- List Item
- Commercial
- Stage: Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Prisma Cloud AI-SPM
Palo Alto Networks
Prisma Cloud AI-SPM helps organizations discover, classify, protect and govern AI-powered applications. It provides visibility into the entire AI ecosystem including model, applications and resources,
- 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
- LLM07:23, LLM02:23, LLM01:23
- 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
- LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- LLM & App Vulnerability Scanning, Adversarial Testing, Model and Application Interaction Security, LLM Benchmarking, Runtime Application Self-Protection, Penetration Testing, Early Identification of Sensitive Data, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), LLM Guardrails, Privacy, Data Leakage Protection, Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring, Incident Simulation, Response Testing, Ethical Compliance, Software Composition Analysis
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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- 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
- Commercial
- Stage: Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Prisma Cloud AI-SPM
Palo Alto Networks
Prisma Cloud AI-SPM helps organizations discover, classify, protect and govern AI-powered applications. It provides visibility into the entire AI ecosystem including model, applications and resources,
- 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
- LLM & App Vulnerability Scanning, Adversarial Testing, Model and Application Interaction Security, LLM Benchmarking, Runtime Application Self-Protection, Penetration Testing, Early Identification of Sensitive Data, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), LLM Guardrails, Privacy, Data Leakage Protection, Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring, Incident Simulation, Response Testing, Ethical Compliance, Software Composition Analysis
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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- List Item
- Commercial
- Stage: Develop & Experiment, Monitor, Deploy, Test & Evaluate
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
- Observability, Incident Simulation, Response Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Model and Application Interaction Security, Secure Coding Practices, Adversarial Testing, Vulnerability Scanning, Penetration Testing, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring
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,
- LLM02:23, LLM01:23, LLM10:23, LLM07:23, LLM04:23
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- 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, Scope & Plan
SpiceDB
Open source, Google Zanzibar-inspired permissions database for scalably storing and querying fine-grained authorization data.
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- 5300
- 286
- List Item
- Open Source
- Stage: Deploy, Test & Evaluate, Develop & Experiment
Infosys Responsible AI Toolkit
- Adversarial Testing, LLM Benchmarking, Penetration Testing, Bias and Fairness Testing, Incident Simulation, Final Security Audit, LLM & App Vulnerability Scanning, Model and Application Interaction Security, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Application Security Orchestration and Correlation
Infosys
The Infosys Responsible AI Toolkit (Technical Guardrail) is API Based solution designed to ensure the ethical and responsible development of AI applications. By integrating safety,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 5
- List Item
- Commercial
- Stage: Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Prisma Cloud AI-SPM
Palo Alto Networks
Prisma Cloud AI-SPM helps organizations discover, classify, protect and govern AI-powered applications. It provides visibility into the entire AI ecosystem including model, applications and resources,
- 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
- LLM10:23, LLM09:23, LLM06:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 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,
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- 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 Authentication
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
- LLM03:23, LLM01:23, LLM09:23, LLM06:23, LLM04:23
- 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
- LLM & App Vulnerability Scanning, Adversarial Testing, Model and Application Interaction Security, LLM Benchmarking, Runtime Application Self-Protection, Penetration Testing, Early Identification of Sensitive Data, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), LLM Guardrails, Privacy, Data Leakage Protection, Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring, Incident Simulation, Response Testing, Ethical Compliance, Software Composition Analysis
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: 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: Develop & Experiment, Monitor, Deploy, Test & Evaluate
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Commercial
- Stage: Govern, Monitor, Release, Test & Evaluate
The CalypsoAI Inference Platform
- Observability, Supply Chain Verification, Data Privacy and Protection, Patch and Update Alerts, Bias and Fairness Testing, Digital Model Signing, Incident Simulation, Model Security Posture Evaluation, Response Testing, User Access Control Validation, Bias and Fairness Oversight, Security Metrics Collection, Risk Assessment and Management, Ethical Compliance, Adversarial Testing, SAST/DAST/IAST, LLM Benchmarking, Secure CI/CD pipeline, Vulnerability Scanning, Final Security Audit, Penetration Testing, Compliance Management, Model Behavior Analysis, Data Security Posture Management, AI/LLM Secure Posture Management, User/Machine Access audits, Regulatory Compliance Tracking, AI/ML Bill of Materials (BOM), Security Alerting, Incident Governance, User Activity Monitoring, Application Security Orchestration and Correlation
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,
- LLM10:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate, Develop & Experiment
AIandMe
- Observability, Incident Simulation, Response Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Model and Application Interaction Security, Secure Coding Practices, Adversarial Testing, Vulnerability Scanning, Penetration Testing, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring
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,
- LLM02:23, LLM01:23, LLM10:23, LLM07:23, LLM04:23
- List Item
- Commercial
- Stage: Test & Evaluate
SAIFE X RedTeam
Eroun&Company
RedTeam solution to automate detection of malicious prompt attack vulnerabilities against LLM
- LLM10:23, LLM07:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- 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, 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
- LLM09:23, LLM08:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Secure Output Handling, AI/LLM Secure Posture Management, Security Alerting, User Activity Monitoring, Observability, Bias and Fairness Testing, Security Metrics Collection, LLM Incident Detection and Response, Data Integrity and Encryption, Adversarial Testing, Application Security Orchestration and Correlation, LLM Benchmarking, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security
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.
- LLM09:23, LLM07:23, LLM06:23, LLM05:23, 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,
- LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- List Item
- Open Source
- Stage: Deploy, Test & Evaluate, Develop & Experiment
Infosys Responsible AI Toolkit
- Adversarial Testing, LLM Benchmarking, Penetration Testing, Bias and Fairness Testing, Incident Simulation, Final Security Audit, LLM & App Vulnerability Scanning, Model and Application Interaction Security, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Application Security Orchestration and Correlation
Infosys
The Infosys Responsible AI Toolkit (Technical Guardrail) is API Based solution designed to ensure the ethical and responsible development of AI applications. By integrating safety,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 5
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Vulnerability Scanning, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security, Regulatory Compliance Tracking, User Activity Monitoring, Observability, Ethical Compliance, Compliance Management, Risk Assessment and Management, Adversarial Testing, LLM Benchmarking
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
- LLM09:23, LLM06:23, LLM01:23
- List Item
- Commercial
- Stage: Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Prisma Cloud AI-SPM
Palo Alto Networks
Prisma Cloud AI-SPM helps organizations discover, classify, protect and govern AI-powered applications. It provides visibility into the entire AI ecosystem including model, applications and resources,
- 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
- LLM10:23, LLM09:23, LLM06:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Test & Evaluate
AIFT
Vulcan is an LLM risk and vulnerability testing solution that enables AI project teams to perform automatic red teaming at scale.
- LLM09:23, LLM08:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Test & Evaluate
Citadel AI
LangCheck is a multilingual, Pythonic toolkit to evaluate LLM applications – use it to create unit tests, monitoring, guardrails, and more.
- LLM06:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Develop & Experiment, Monitor, Deploy, Test & Evaluate
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- 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, Operate, Deploy
AI Trust Platform
- LLM Incident Detection and Response, Adversarial Attack Protection, Runtime Application Self-Protection, LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, Adversarial Input Detection, AI/LLM Secure Posture Management, Security Alerting, User Activity Monitoring, Observability, Data Privacy and Protection, Security Metrics Collection, Ethical Compliance, User and Data Privacy Protections
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,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Deploy, Test & Evaluate, Develop & Experiment
Infosys Responsible AI Toolkit
- Adversarial Testing, LLM Benchmarking, Penetration Testing, Bias and Fairness Testing, Incident Simulation, Final Security Audit, LLM & App Vulnerability Scanning, Model and Application Interaction Security, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Application Security Orchestration and Correlation
Infosys
The Infosys Responsible AI Toolkit (Technical Guardrail) is API Based solution designed to ensure the ethical and responsible development of AI applications. By integrating safety,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 5
- List Item
- Commercial
- Stage: Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Prisma Cloud AI-SPM
Palo Alto Networks
Prisma Cloud AI-SPM helps organizations discover, classify, protect and govern AI-powered applications. It provides visibility into the entire AI ecosystem including model, applications and resources,
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
TrojAI Defend
- Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, Data Privacy and Protection, Security Metrics Collection, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Compliance Verification, LLM Incident Detectio, Adversarial Attack Protection, LLM Guardrails, Adversarial Input Detection
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,
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- User and Data Privacy Protections, Compliance Management, AI/ML Bill of Materials (BOM), Compliance Verification, Network Security Validation, Incident Governance, Risk Assessment and Management, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, Observability, Data Privacy and Protection, 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
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, 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: 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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- 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.
- LLM07:23, LLM06:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- 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.
- LLM09:23, LLM08:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
AI Trust Platform
- LLM Incident Detection and Response, Adversarial Attack Protection, Runtime Application Self-Protection, LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, Adversarial Input Detection, AI/LLM Secure Posture Management, Security Alerting, User Activity Monitoring, Observability, Data Privacy and Protection, Security Metrics Collection, Ethical Compliance, User and Data Privacy Protections
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,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM03:23, LLM02:23, LLM01:23
- 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
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Secure Output Handling, AI/LLM Secure Posture Management, Security Alerting, User Activity Monitoring, Observability, Bias and Fairness Testing, Security Metrics Collection, LLM Incident Detection and Response, Data Integrity and Encryption, Adversarial Testing, Application Security Orchestration and Correlation, LLM Benchmarking, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security
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.
- LLM09:23, LLM07:23, LLM06:23, LLM05:23, LLM02:23, LLM01:23
- 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,
- LLM04:23, LLM03:23
- 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.
- LLM10:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Vulnerability Scanning, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security, Regulatory Compliance Tracking, User Activity Monitoring, Observability, Ethical Compliance, Compliance Management, Risk Assessment and Management, Adversarial Testing, LLM Benchmarking
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
- LLM09:23, LLM06:23, LLM01:23
- 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
- LLM06:23, LLM05:23, LLM02:23
- List Item
- Commercial
- Stage: Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Prisma Cloud AI-SPM
Palo Alto Networks
Prisma Cloud AI-SPM helps organizations discover, classify, protect and govern AI-powered applications. It provides visibility into the entire AI ecosystem including model, applications and resources,
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
TrojAI Defend
- Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, Data Privacy and Protection, Security Metrics Collection, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Compliance Verification, LLM Incident Detectio, Adversarial Attack Protection, LLM Guardrails, Adversarial Input Detection
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
- User and Data Privacy Protections, Compliance Management, AI/ML Bill of Materials (BOM), Compliance Verification, Network Security Validation, Incident Governance, Risk Assessment and Management, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, Observability, Data Privacy and Protection, 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
- Data Integrity and Encryption, Bias and Fairness Oversight, Adversarial Attack Protection, LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, Runtime Application Self-Protection, Compliance Management, Data Security Posture Management, User/Machine Access audits
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
- LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, LLM Incident Detection and Response, Runtime Application Self-Protection, Compliance Management, Data Security Posture Management, User/Machine Access audits, Risk Assessment and Management, Adversarial Attack Protection, Automated Vulnerability Scanning
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
- LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM08:23, LLM07:23, LLM06:23
- 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
- LLM07:23, LLM06:23, LLM02:23, LLM01:23
- 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
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- 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, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- LLM & App Vulnerability Scanning, Adversarial Testing, Model and Application Interaction Security, LLM Benchmarking, Runtime Application Self-Protection, Penetration Testing, Early Identification of Sensitive Data, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), LLM Guardrails, Privacy, Data Leakage Protection, Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring, Incident Simulation, Response Testing, Ethical Compliance, Software Composition Analysis
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: 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,
- LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM07:23, LLM06:23, LLM05:23
- 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: Develop & Experiment, Monitor, Deploy, Test & Evaluate
TrojAI
TrojAI helps secure AI models, applications, and agents across both AI build time and AI runtime
- List Item
- Commercial
- Stage: Govern, Monitor, Release, Test & Evaluate
The CalypsoAI Inference Platform
- Observability, Supply Chain Verification, Data Privacy and Protection, Patch and Update Alerts, Bias and Fairness Testing, Digital Model Signing, Incident Simulation, Model Security Posture Evaluation, Response Testing, User Access Control Validation, Bias and Fairness Oversight, Security Metrics Collection, Risk Assessment and Management, Ethical Compliance, Adversarial Testing, SAST/DAST/IAST, LLM Benchmarking, Secure CI/CD pipeline, Vulnerability Scanning, Final Security Audit, Penetration Testing, Compliance Management, Model Behavior Analysis, Data Security Posture Management, AI/LLM Secure Posture Management, User/Machine Access audits, Regulatory Compliance Tracking, AI/ML Bill of Materials (BOM), Security Alerting, Incident Governance, User Activity Monitoring, Application Security Orchestration and Correlation
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,
- LLM10:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Test & Evaluate, Develop & Experiment
AIandMe
- Observability, Incident Simulation, Response Testing, Ethical Compliance, LLM & App Vulnerability Scanning, Model and Application Interaction Security, Secure Coding Practices, Adversarial Testing, Vulnerability Scanning, Penetration Testing, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring
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,
- LLM02:23, LLM01:23, LLM10:23, LLM07:23, LLM04:23
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- 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, 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
- LLM09:23, LLM08:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Deploy
AI Trust Platform
- LLM Incident Detection and Response, Adversarial Attack Protection, Runtime Application Self-Protection, LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, Adversarial Input Detection, AI/LLM Secure Posture Management, Security Alerting, User Activity Monitoring, Observability, Data Privacy and Protection, Security Metrics Collection, Ethical Compliance, User and Data Privacy Protections
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,
- LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor, Operate, Test & Evaluate
Straiker AI
- Secure Output Handling, AI/LLM Secure Posture Management, Security Alerting, User Activity Monitoring, Observability, Bias and Fairness Testing, Security Metrics Collection, LLM Incident Detection and Response, Data Integrity and Encryption, Adversarial Testing, Application Security Orchestration and Correlation, LLM Benchmarking, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security
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.
- LLM09:23, LLM07:23, LLM06:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor
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,
- LLM07:23, LLM06:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Vulnerability Scanning, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security, Regulatory Compliance Tracking, User Activity Monitoring, Observability, Ethical Compliance, Compliance Management, Risk Assessment and Management, Adversarial Testing, LLM Benchmarking
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
- LLM09:23, LLM06:23, LLM01:23
- 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
- Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, Data Privacy and Protection, Security Metrics Collection, LLM Enabled Web Application Firewall, User and Data Privacy Protections, Compliance Verification, LLM Incident Detectio, Adversarial Attack Protection, LLM Guardrails, Adversarial Input Detection
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,
- LLM10:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Deploy, Release
Palo Alto Networks AI Runtime Security
- User and Data Privacy Protections, Compliance Management, AI/ML Bill of Materials (BOM), Compliance Verification, Network Security Validation, Incident Governance, Risk Assessment and Management, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, Observability, Data Privacy and Protection, 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
- Data Integrity and Encryption, Bias and Fairness Oversight, Adversarial Attack Protection, LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, Runtime Application Self-Protection, Compliance Management, Data Security Posture Management, User/Machine Access audits
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
- LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, LLM Incident Detection and Response, Runtime Application Self-Protection, Compliance Management, Data Security Posture Management, User/Machine Access audits, Risk Assessment and Management, Adversarial Attack Protection, Automated Vulnerability Scanning
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
- LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM08:23, LLM07:23, LLM06:23
- List Item
- Commercial
- Stage: Monitor
Protect AI
Enable detection and response across all enterprise LLM applications.
- LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Monitor
Lakera
Lakera is an AI Application Firewall that protects against prompt attacks, data loss, and inappropriate content. Lakera integrates with a single line of code and
- LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23
- List Item
- Commercial
- Stage: Govern, Monitor, Release, Test & Evaluate
The CalypsoAI Inference Platform
- Observability, Supply Chain Verification, Data Privacy and Protection, Patch and Update Alerts, Bias and Fairness Testing, Digital Model Signing, Incident Simulation, Model Security Posture Evaluation, Response Testing, User Access Control Validation, Bias and Fairness Oversight, Security Metrics Collection, Risk Assessment and Management, Ethical Compliance, Adversarial Testing, SAST/DAST/IAST, LLM Benchmarking, Secure CI/CD pipeline, Vulnerability Scanning, Final Security Audit, Penetration Testing, Compliance Management, Model Behavior Analysis, Data Security Posture Management, AI/LLM Secure Posture Management, User/Machine Access audits, Regulatory Compliance Tracking, AI/ML Bill of Materials (BOM), Security Alerting, Incident Governance, User Activity Monitoring, Application Security Orchestration and Correlation
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,
- LLM10:23, LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23
- List Item
- Open Source
- Stage: Govern, Monitor, Operate, Deploy, Release, Test & Evaluate, Develop & Experiment, Scope & Plan
Noma Security
- Secure Output Handling, Supply Chain Verification, Adversarial Input Detection, Code Analysis, Data Privacy and Protection, GenAI/LLM Posture Management, Incident Simulation, Response Testing, SAST/DAST/IAST, Secure CI/CD pipeline, Secure Library/Code Repository, Software Composition Analysis, Adversarial Testing, LLM & App Vulnerability Scanning, Vulnerability Scanning, Model and Application Interaction Security, Penetration Testing, Secure Coding Practices, Adversarial Attack Protection, LLM Enabled Web Application Firewall, Automated Vulnerability Scanning, Runtime Application Self-Protection, LLM Guardrails, Third-Party Risk Assessment, Prompt Security, AI/ML Bill of Materials (BOM)
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
- 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
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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- List Item
- Commercial
- Stage: Govern, Monitor
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,
- LLM07:23, LLM06:23, LLM05:23, LLM02:23, LLM01:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Test & Evaluate
DynamoGuard
- Vulnerability Scanning, Penetration Testing, Adversarial Attack Protection, LLM Guardrails, Data Leakage Protection, Prompt Security, Regulatory Compliance Tracking, User Activity Monitoring, Observability, Ethical Compliance, Compliance Management, Risk Assessment and Management, Adversarial Testing, LLM Benchmarking
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
- LLM09:23, LLM06:23, LLM01:23
- 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
- User and Data Privacy Protections, Compliance Management, AI/ML Bill of Materials (BOM), Compliance Verification, Network Security Validation, Incident Governance, Risk Assessment and Management, Adversarial Input Detection, Regulatory Compliance Tracking, Security Alerting, Observability, Data Privacy and Protection, 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
- Data Integrity and Encryption, Bias and Fairness Oversight, Adversarial Attack Protection, LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, Runtime Application Self-Protection, Compliance Management, Data Security Posture Management, User/Machine Access audits
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
- LLM Guardrails, Privacy, Data Leakage Protection, Prompt Security, Secure Output Handling, LLM Incident Detection and Response, Runtime Application Self-Protection, Compliance Management, Data Security Posture Management, User/Machine Access audits, Risk Assessment and Management, Adversarial Attack Protection, Automated Vulnerability Scanning
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
- LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM08:23, LLM07:23, LLM06:23
- 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
- LLM03:23, LLM01:23, LLM09:23, LLM06:23, LLM04:23
- List Item
- Commercial
- Stage: Govern, Monitor, Operate, Release, Test & Evaluate, Develop & Experiment, Augm & Fine Tune Data, Scope & Plan
Pillar Security
- LLM & App Vulnerability Scanning, Adversarial Testing, Model and Application Interaction Security, LLM Benchmarking, Runtime Application Self-Protection, Penetration Testing, Early Identification of Sensitive Data, Adversarial Attack Protection, AI/ML Bill of Materials (BOM), LLM Guardrails, Privacy, Data Leakage Protection, Model Behavior Analysis, Regulatory Compliance Tracking, Security Alerting, User Activity Monitoring, Incident Simulation, Response Testing, Ethical Compliance, Software Composition Analysis
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
- LLM07:23, LLM06:23, LLM05:23, LLM04:23, LLM03:23, LLM02:23, LLM01:23, LLM10:23, LLM09:23, LLM08:23
- 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
