cyberark/FuzzyAI

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1568 stars · 215 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

FuzzyAI is an automated LLM fuzzing tool from CyberArk that tests LLM APIs for jailbreak vulnerabilities. It ships as a Python CLI with a web UI, notebooks, and datasets to help developers and security researchers identify and mitigate jailbreaks.

Use cases

• fuzz my LLM API for jailbreak vulnerabilities
• red team an LLM application before deployment
• test whether a chatbot can be prompt-injected
• evaluate LLM safety against known jailbreak techniques
• run automated adversarial prompts against a local ollama model
• audit LLM endpoints for security weaknesses

When to choose

• you expose an LLM API and need automated jailbreak testing
• you are doing AI red-teaming or security research on LLMs
• you want a CLI tool with existing jailbreak attack datasets and techniques

When to avoid

• you need general-purpose application fuzzing of non-LLM software
• you want a managed SaaS LLM evaluation platform rather than a self-run tool
• you need formal safety certification or compliance reporting

Facets

cli-tool · maturity active

fuzzing security llm-inference testing penetration-testing security large-language-models artificial-intelligence developer-tools python cli cross-platform llm-security jailbreak red-team ai-safety llm-evaluation prompt-injection

Member repositories

For agents

markdown · JSON · MCP: product_card(name="cyberark/FuzzyAI")