SAIF: Google's Guide to Secure AI Jump to Content SAIF SAIF Map Tour SAIF Secure AI Framework Focus on Agents Agent Risk Self Assessment Why SAIF Resources SAIF Map Tour Introducing our new Agent Risk Self Assessment Google's Secure AI Framework A practitioner’s guide to navigating AI security Explore AI development through a security lens Navigate an evolving landscape to build AI securely and responsibly. Explore the SAIF Map Understand AI security through 15 risks Learn about risks inherent to AI development and the controls to help address them. Risks AI agent security Address the unique security challenges of autonomous systems. Focus on Agents AI security for everyone Learn from Google’s experience defending AI at global scale. About SAIF Find out which risks affect you Answer a few questions and discover controls to protect your organization. Take the Agent Self Assessment Footer links Privacy Terms Feedback Cookies management controls The content on this site is intended to provide information and inspiration for industry advancement. It is not a reflection of Google's current technical implementations.