Dev toolsaisecurityaudit

AI security audit toolkit

Package open-source tools to help organizations assess their AI system vulnerabilities.

Why now

Growing capabilities of AI models create new security challenges.

Who for
AI deployment teams
Business model
Open-core model
Effort
A few weeks

Teams deploying AI lack standardized ways to evaluate model security and potential misuse scenarios.

Curate and extend existing open-source tools into an integrated audit framework with test cases and reporting.

Offer paid enterprise versions with additional test suites and compliance templates.

MVP: Basic collection of existing tools with unified docs. Expand to automated testing workflows.

Risk: Fast-moving field may require constant updates to stay relevant.

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AI security audit toolkit — Ideas