Open-source scanner probing LLMs for prompt injection, jailbreaks, leakage and toxicity
garak (NVIDIA) is listed under Security & IT Operations, in the Industry-Specific Tools category on Flocci AI Tools. Open-source scanner probing LLMs for prompt injection, jailbreaks, leakage and toxicity. It is free, with no paid plan attached, and it lives at github.com.
garak (NVIDIA) is listed as fully free — there is no paid tier attached to it in the catalog. That makes it one of the 399 entries on Flocci AI Tools with no upgrade path built in.
garak (NVIDIA) does 3 things the catalog singles out: Open-source scanner probing llms for prompt injection, jailbreaks, leakage and toxicity; plugs into hugging face, openai-compatible and local models; apache-2.0.
Magika (Google) is the closest free alternative: it sits in the same Security & IT Operations sub-category and is free. Nuclei, PentestGPT and Strix also start free. The full list is on the alternatives page.
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