What AI says about NVIDIA Garak
Since Jul 5Updated Nov 3, 2026Based on 9,311 AI responses
Reviewed by Dimitry Apollonsky
AI summary
NVIDIA Garak is an open-source vulnerability scanner and red-teaming kit for evaluating the security of language models. It comes up when teams need automated red teaming suites to test for prompt injections and simulate adversarial attacks on AI applications.
Mentioned in
5%
of AI answers about NVIDIA Garak and its rivals
- ChatGPT4%
- Google AI Mode6%
Markets where AI mentions NVIDIA Garak
Market# · Mentioned in
All markets5%
- AI Red Teaming ServicesAI picks NVIDIA Garak and 3 more about as often#1 · 38%
- AI Red Teaming & Pen TestingAI picks Mindgard and 4 more about as often#1 · 30%
- LLM Output Monitoring PlatformsAI picks Arize Phoenix and 1 more about as often#30 · 5%
- LLM Firewall and Guardrail PlatformsAI picks Lakera Guard and 1 more about as often#33 · 3%
- Continuous Automated Penetration TestingAI picks Pentera most#35 · 2%
- AI-Powered Code Review & SAST ToolsAI picks Semgrep most#37 · 2%
- LLM Observability and Evaluation PlatformsAI picks LangSmith and 1 more about as often#42 · 1%
- Prompt Management & Evaluation PlatformsAI picks Langfuse most#93 · <1%
- Enterprise MLOps Model Registry PlatformsAI picks MLflow most#114 · <1%
- Grounded Customer Support ChatbotsAI picks Intercom most#168 · <1%
Topics where AI mentions NVIDIA Garak
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- How do we test our AI app for prompt injection and jailbreak risks?on this questionAI picks NVIDIA Garak and 3 more about as often48%
- We need to identify potential safety failures in our generative AI models that standard unit tests are missing. What platforms provide automated adversarial simulation for production-ready models?on this questionAI picks NVIDIA Garak and 3 more about as often76%
Excerpts where NVIDIA Garak appeared in the AI's answer
ChatGPTSep 13, 2026, ChatGPT NVIDIA garak — Excellent open-source option if you want to build the red-team infrastructure yourself.
Google AI ModeAug 20, 2026, Google AI Mode NVIDIA Garak : Often described as the "NLLM vulnerability scanner," Garak systematically probes LLM endpoints for a massive range of weaknesses
- We are conducting a prompt injection penetration test. Who offers automated red teaming suites?on this questionAI picks Mindgard and 1 more about as often81%
Excerpts where NVIDIA Garak appeared in the AI's answer
ChatGPTSep 25, 2026, ChatGPT Microsoft PyRIT, NVIDIA Garak, and Promptfoo — developer/research-oriented options for automated adversarial testing
ChatGPTSep 21, 2026, ChatGPT NVIDIA Garak — free/open-source LLM vulnerability scanner covering prompt injection, jailbreaks, leakage, and other failure modes.
- What is the best AI red-teaming platform for testing enterprise assistants and agent workflows?on this questionAI picks PyRIT and 1 more about as often80%
Excerpts where NVIDIA Garak appeared in the AI's answer
Google AI ModeSep 7, 2026, Google AI Mode NVIDIA Garak: Often described as the "Nmap for LLMs," NVIDIA Garak is a premier open-source tool
Google AI ModeAug 26, 2026, Google AI Mode NVIDIA Garak: Often styled as the "Nmap for LLMs," Garak is a fast, practitioner-friendly open-source command-line tool
How prominently AI mentions NVIDIA Garak
- Named first14%
- 2nd or 3rd27%
- Later59%
How AI rates NVIDIA Garak
Common descriptions
nmap for llms · open-source vulnerability scanner · vulnerability scanner · llm vulnerability scanner · open-source tool
Tone of AI’s statements about NVIDIA Garak
- Positive55%
- Neutral43%
- Mixed1%
- Negative1%
NVIDIA Garak in AI answers
Question: I need to identify vulnerabilities in my LLMs and ML pipelines for a project with a limited budget. Can you help me find services that perform adversarial assessments?
Google AI ModeOct 25, 2026
garak (NVIDIA Garak) : Often referred to as the "Nmap for LLMs," this Apache 2.0-licensed tool systematically probes models for hallucinations, data leakage, prompt injection, toxicity, and jailbreaks.
Question: We are conducting a prompt injection penetration test. Who offers automated red teaming suites?
ChatGPTSep 25, 2026
Microsoft PyRIT, NVIDIA Garak, and Promptfoo — developer/research-oriented options for automated adversarial testing
ChatGPTSep 21, 2026
NVIDIA Garak — free/open-source LLM vulnerability scanner covering prompt injection, jailbreaks, leakage, and other failure modes.
Sources AI cites
- Leaves NVIDIA Garak out16%
- GitHub - NVIDIA/garak: the LLM vulnerability scanner · GitHub (opens in a new tab) · 13%Leaves NVIDIA Garak out
- GitHub - Azure/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 in generative AI systems. · GitHub (opens in a new tab) · 1%Leaves NVIDIA Garak out
- GitHub - interpretml/LLM-Tabular-Memorization-Checker: Testing Language Models for Memorization of Tabular Datasets. · GitHub (opens in a new tab) · 1%
- GitHub - requie/LLMSecurityGuide: A comprehensive reference for securing Large Language Models (LLMs). Covers OWASP GenAI Top-10 risks, prompt injection, adversarial attacks, real-world incidents, and practical defenses. Includes catalogs of red-teaming tools, guardrails, and mitigation strategies to help developers, researchers, and security teams deploy AI responsibly. · GitHub (opens in a new tab) · 1%
- Memorization in Fine-Tuned Large Language Models - GitHub (opens in a new tab) · <1%
- GitHub - kaplanlior/oss-llm-security: Curated list of Open Source project focused on LLM security · GitHub (opens in a new tab) · <1%
- This is the repository for llm jp membership inference attack. · GitHub (opens in a new tab) · <1%
- ProjectRecon/awesome-ai-agents-security: A living map of the AI agent security ecosystem. · GitHub (opens in a new tab) · <1%
- 11%
- Best AI Red Teaming Tools in 2026? Garak vs Giskard vs PyRIT (opens in a new tab) · 5%
- 21. AI Red-Teaming 101 - Prompt-Based Attacks on LLMs ... (opens in a new tab) · 1%
- Quick overview of Garak - a free LLM vulnerability scanner (opens in a new tab) · 1%
- Quick overview of Garak - a free LLM vulnerability scanner (opens in a new tab) · 1%
- LLM Vulnerability Scanning With Garak | AI Security Testing (opens in a new tab) · 1%
- Garak Explained 😳 | NVIDIA's AI Security Tool for LLM ... (opens in a new tab) · <1%
- Model Mondays - AI Red Teaming Agent (opens in a new tab) · <1%
- CrewAI Review: The Leading Platform for Multi-Agent AI ... (opens in a new tab) · <1%
- Red Teaming AI How to Stress Test LLM Integrated Apps ... (opens in a new tab) · <1%
- Mostly Human Show | Episode 5 | Monitoring Training and Validation Loss - YouTube (opens in a new tab) · <1%
- Your site6%
- 5%
- Best AI Security Tools 2026: LLM Guard & MLSecOps Picks (opens in a new tab) · 4%
- LLM Red Teaming Guide 2026: Tools, Attacks & Methodology (opens in a new tab) · 1%
- Lakera Alternatives: Best Competitors to Consider (2026) (opens in a new tab) · <1%
- NVIDIA Garak Review 2026: Free LLM Vulnerability Scanner (opens in a new tab) · <1%
- Leaves NVIDIA Garak out3%
- garak: A Framework for Security Probing Large Language Models (opens in a new tab) · 1%
- Assessing and Mitigating Data Memorization Risks in Fine-Tuned Large Language Models (opens in a new tab) · <1%
- Unintended Memorization of Sensitive Information in Fine (opens in a new tab) · <1%
- ClawGuard: A Runtime Security Framework for Tool-Augmented LLM Agents Against Indirect Prompt Injection (opens in a new tab) · <1%
- garak : A Framework for Security Probing Large Language Models (opens in a new tab) · <1%
- Undesirable Memorization in Large Language Models: A Survey (opens in a new tab) · <1%
- PromptPex: Automatic Test Generation for Language Model Prompts (opens in a new tab) · <1%Leaves NVIDIA Garak out
- 2202.06539v3 [cs.CR] 20 Dec 2022 (opens in a new tab) · <1%
- Toward a Safe Internet of Agents - arXiv (opens in a new tab) · <1%
- 2%
- Red-Teaming Generative AI: Managing Operational Risk | by Adnan Masood, PhD. | Medium (opens in a new tab) · 1%
- The 100 OSS AI Tools That Matter — Mapping the Contemporary High-Leverage Open-Source AI Tooling | by Adnan Masood, PhD. | Medium (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%
- OWASP TOP 10 FOR AI — LLM01: PROMPT INJECTION The ... (opens in a new tab) · <1%
- OWASP TOP 10 FOR AI — LLM02: INSECURE OUTPUT HANDLING (opens in a new tab) · <1%
- Evaluating Vulnerabilities in OpenAI Language Learning Models with GARAK (opens in a new tab) · <1%
- Fine-tuning LLMs on Sensitive Data Lead to 19% PII Leakage | by Mingze He, Ph.D. | Secludy | Medium (opens in a new tab) · <1%
- 2%
- Building an AI Pentesting Program from Scratch: CISO Guide (opens in a new tab) · 1%
- AI Prompt Injection Lab: Hands-On Attack & Defense Guide (opens in a new tab) · 1%
- AI Agent Security Risks: When Autonomous Systems Fail (opens in a new tab) · <1%
- LLM Security Testing: How to Pentest AI Applications (opens in a new tab) · <1%
- OWASP Top 10 LLM Risks in Penetration Testing: Guide (opens in a new tab) · <1%
- What Is AI Pentesting? Definition, How It Works & Why (opens in a new tab) · <1%
