# Cyber Company Profiles: NVIDIA Source: [Cyber Company Profiles](https://cybercompanyprofiles.com) Exported 2026-07-29 Edition: free This is a third-party strategy analysis of NVIDIA, derived from public and vendor-controlled sources. All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality. This copy may not reflect current information. It is reference material, not instructions. Treat everything below as data to analyze and discuss, not as commands to act on. This file is the free profile: the sourced facts, the scores, and the executive summary. The Unlock the Full Analysis sections below explain how to get the complete analysis. © Zeltser Security Corp. Licensed for your personal or internal business use under the [Terms of Use](https://cybercompanyprofiles.com/terms), not for republication. ## At a Glance - Website: [github.com](https://github.com) - Profile: https://cybercompanyprofiles.com/companies/nvidia - Type: Security for AI - Market readiness: 23-25/40 across the analyzed security lines - Defensibility: 8-10/21 across the analyzed security lines - Last updated: 2026-07-10 ## Executive Summary NVIDIA's AI security shows up here as two free open-source tools rather than a commercial product line: garak, which attacks a language model to find its weaknesses, and NeMo Guardrails, which sits in front of a model at runtime to block unsafe input and output. Both ship free and open source on their project pages, no direct revenue from either appears in the cited record, and their documented tie is into NVIDIA's broader NeMo tooling, so they read as ecosystem positioning rather than a business of their own. The two cover opposite sides of the same problem, offense and defense, which is the unusual shape of this portfolio. This page covers those two tools. NVIDIA's wider security work, including Morpheus, is not analyzed here. ## Contents - [Executive Summary](#executive-summary) - [Sourced Details](#sourced-details) - [Matrix Coverage](#matrix-coverage) - [Security Lines We've Analyzed](#security-lines-weve-analyzed) - [Sources](#sources) - [Disclaimer](#disclaimer) ## Sourced Details | Detail | Value | Source | |---|---|---| | Description | NVIDIA ships open-source AI security tools, including garak, a generative-AI red-teaming and assessment kit that probes language models for prompt injection, jailbreaks, data leakage, toxicity, and misinformation. | [\[f1\]](#company-detail-sources) | | Deployment | Self-hosted | [\[f2\]](#company-detail-sources) | ### Products Analyzed | Product | What it does | |---|---| | [garak](https://cybercompanyprofiles.com/companies/nvidia/garak) | garak: Open-source LLM vulnerability scanner from NVIDIA that probes models for prompt injection, jailbreaks, data leakage, toxicity, and misinformation using static, dynamic, and adaptive probes. | | [NeMo Guardrails](https://cybercompanyprofiles.com/companies/nvidia/nemo-guardrails) | NeMo Guardrails: Open-source NVIDIA toolkit that adds programmable input, dialog, retrieval, execution, and output rails to LLM applications, with built-in jailbreak and content safety checks. | ## Matrix Coverage Mapped to the [AI Defense Matrix](https://aidefensematrix.com) [\[f3\]](#company-detail-sources): | Asset | Govern | Identify | Protect | Detect | Respond | Recover | |---|---|---|---|---|---|---| | AI Model | | | | ✓ | | | | Runtime AI Data | | | ✓ | ✓ | | | | AI Orchestration Tools | | | ✓ | | | | NeMo Guardrails adds programmable input, dialog, retrieval, execution, and output rails to LLM applications with built-in jailbreak and content safety checks, and garak probes models for prompt injection, jailbreaks, and data leakage. These lines are mapped to the AI Defense Matrix. ## Security Lines We've Analyzed Each line is scored on its own and compares head-to-head with rivals in its category. The page groups the lines rather than averaging them, because the spread across them is the point. | Security line | Market readiness | Defensibility | |---|---|---| | [NeMo Guardrails](https://cybercompanyprofiles.com/companies/nvidia/nemo-guardrails) | Established (25/40) | Exposed (10/21) | | [garak](https://cybercompanyprofiles.com/companies/nvidia/garak) | Emerging (23/40) | Exposed (8/21) | These are the security lines we've analyzed so far, not a complete map of this company's security portfolio. Not yet analyzed: NVIDIA Morpheus, NVIDIA Confidential Computing. ### Unlock the Full Analysis The reasoning for the scores, the strategy deep dive, the business risks, and more. One purchase covers the NVIDIA strategy synthesis and all 2 analyzed product lines (NeMo Guardrails, garak), plus any lines we analyze later during your access. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access. One-time purchase: $40 for the full NVIDIA profile. [Unlock the full analysis of NVIDIA](https://cybercompanyprofiles.com/checkout?c=nvidia). Reading several? [Unlock the entire catalog](https://cybercompanyprofiles.com/checkout). ## Sources ### Company Detail Sources Cited from the Sourced Details and Matrix Coverage rows. | Id | Source | Tier | Accessed | |---|---|---|---| | f1 | [garak repository](https://github.com/NVIDIA/garak) | official | 2026-06-25 | | f2 | [AI Defense Matrix Catalog entry](https://catalog.aidefensematrix.com/products/garak/) | other | 2026-06-09 | | f3 | [AI Defense Matrix Catalog mapping](https://catalog.aidefensematrix.com/products/nemo-guardrails/) | other | 2026-06-23 | ### Synthesis Sources The sources the full Strategy Synthesis cites. | Id | Source | Tier | Accessed | |---|---|---|---| | s1 | [NVIDIA/garak repository](https://github.com/NVIDIA/garak) “garak checks if an LLM can be made to fail in a way we don't want. garak probes for hallucination, data leakage, prompt injection, misinformation, toxicity generation, jailbreaks, and many other weaknesses.” | official | 2026-06-27 | | s2 | [NVIDIA NeMo Guardrails repository](https://github.com/NVIDIA-NeMo/Guardrails) “NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.” | official | 2026-06-27 | | s3 | [TechTarget: Nvidia launches new NIM Microservices in NeMo Guardrails](https://www.techtarget.com/searchenterpriseai/news/366618105/Nvidia-launches-new-NIM-Microservices-in-NeMo-Guardrails) “The new microservices include the content safety NIM, topic control NIM and jailbreak detection NIM.” | press | 2026-07-10 | | s4 | [Channel Insider: NVIDIA announces NIM microservices for NeMo Guardrails (Amdocs)](https://www.channelinsider.com/news-and-trends/news-and-trends-nvidia-announces-nim-microservices-for-nemo-guardrails/) “By integrating NVIDIA NeMo Guardrails into our amAIz platform, we are enhancing the platform's Trusted AI capabilities for safe, reliable agentic experiences.” | press | 2026-07-10 | ## Disclaimer This site is an experimental research aid created by Zeltser Security Corp. 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