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Google's Secure AI Framework (SAIF)
The potential of AI, especially generative AI, is immense. As innovation moves forward, the industry needs security standards for building and deploying AI responsibly. That’s why we introduced the Secure AI Framework (SAIF), a conceptual framework to secure AI systems.
SAIF is designed to address top-of-mind concerns for security professionals, such as AI/ML model risk management, security, and privacy — helping to ensure that when AI models are implemented, they are secure-by-default.
We’re excited to share the first steps in our journey to build a SAIF ecosystem across governments, businesses and organizations to advance a framework for secure AI deployment that works for all.
Bringing SAIF to governments and organizations
We collaborate with governments and organizations to help mitigate AI security risks. Our work with policymakers and standards organizations, such as NIST, contributes to evolving regulatory frameworks. We recently highlighted SAIF's role in securing AI systems, aligning with White House AI commitments.
Expanding SAIF with industry allies
We are fostering industry support for SAIF with partners and customers, hosting SAIF workshops with practitioners and publishing AI security best practices. We partnered with Deloitte on a whitepaper on how organizations can use AI to address security challenges.
Explore how Google's AI Red Team, armed with cutting-edge tactics, enhances security for AI systems. Discover key insights and lessons in our latest report.
Mandiant urges proactive security integration in AI systems, aligning with SAIF for robust protection.
Google Cloud offers a curated set of resources focusing on cybersecurity, deployment of AI systems, risk governance, and secure transformation, essential for boards of directors.
How are SAIF and Responsible AI related?
How is Google putting SAIF into action?
How can practitioners implement the framework?
Where can I find more information about SAIF and how to apply it to my business or entity?
As one of the first companies to articulate Al principles, we've set the standard for responsible Al. It guides our product development for safety. We’ve advocated for, and developed, industry frameworks to raise the security bar and learnt that building a community to advance the work is essential to succeed in the long term. That’s why we’re excited to build a SAIF community for all.