Knowledge Network · Nov 18, 2025
AI Framework Spotlight: Google's SAIF
We started off last week with our series on AI frameworks with the MITRE ATLAS (Adversarial Threat Landscape for AI systems) and promised to get to Google's Secure AI Framework (SAIF) next blog. The Google SAIF offers h...
How it is used
In practice: SAIF provides a structured way to discuss AI security and helps narrow broad challenges into manageable components.
To share knowledge: It incorporates lessons learned from years of internal AI security experience.
To drive industry standards: Google has used SAIF principles to help form the Coalition for Secure AI (CoSAI) and has donated SAIF data to help advance industry-wide standards.
Where to find resources
Google's SAIF website: saif.google contains resources, tools, and guides for secure AI development.
Google Safety Center: safety.google/safety/saif/ provides an overview of the framework and its six core elements.