EP173 SAIF in Focus: 5 AI Security Risks and SAIF Mitigations
Description
Guest:
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Shan Rao, Group Product Manager, Google
Topics:
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What are the unique challenges when securing AI for cloud environments, compared to traditional IT systems?
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Your talk covers 5 risks, why did you pick these five? What are the five, and are these the worst?
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Some of the mitigation seems the same for all risks. What are the popular SAIF mitigations that cover more of the risks?
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Can we move quickly and securely with AI? How?
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What future trends and developments do you foresee in the field of securing AI for cloud environments, and how can organizations prepare for them?
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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:
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Video (LinkedIn, YouTube) [live audio is not great in these]
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“A cybersecurity expert's guide to securing AI products with Google SAIF“ presentation
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“To securely build AI on Google Cloud, follow these best practices” (paper)
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“Secure AI Framework (SAIF): A Conceptual Framework for Secure AI Systems” resources
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Corey Quinn on X (long story why this is here… listen to the episode)
United States
