EP173 SAIF in Focus: 5 AI Security Risks and SAIF Mitigations

Guest:

• Shan Rao, Group Product Manager, Google

Topics:

• What are the unique challenges when securing AI for cloud environments, compared to traditional IT systems?

• Your talk covers 5 risks, why did you pick these five? What are the five, and are these the worst?

• Some of the mitigation seems the same for all risks. What are the popular SAIF mitigations that cover more of the risks?

• Can we move quickly and securely with AI? How?

• What future trends and developments do you foresee in the field of securing AI for cloud environments, and how can organizations prepare for them?

• Do you think in 2-3 years AI security will be a separate domain or a part of … application security? Data security? Cloud security?

Resource:

• Video (LinkedIn, YouTube) [live audio is not great in these]

• "A cybersecurity expert's guide to securing AI products with Google SAIF" presentation

• SAIF Site

• "To securely build AI on Google Cloud, follow these best practices" (paper)

• "Secure AI Framework (SAIF): A Conceptual Framework for Secure AI Systems" resources

• Corey Quinn on X (long story why this is here… listen to the episode)