Library / SDK
Guardrails & Structure
PyRIT
1Red-team 2generative 3AI 4systems 5for 6risk.
the six Ws · specification
W1
Who
Built by Microsoft's AI Red Team.
W2
What
Automates adversarial probing to surface security and safety risks in AI systems.
W3
Where
A Python framework against your endpoints.
W4
When
When assessing an AI system's risk profile.
W5
Why
Brings systematic red-teaming to generative AI.
W6
With
Python and target model access.
W7
Watch
MIT, from Microsoft; sends adversarial prompts to the systems you point it at.
alternatives