Super Data Science: ML & AI Podcast with Jon Krohn cover image

701: Generative A.I. without the Privacy Risks (with Prof. Raluca Ada Popa)

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Exploring Data Privacy with Hardware Enclaves and Generative AI

This chapter explores the utilization of hardware enclaves on CPUs and GPUs to protect data while performing analytics or training models. It also discusses ensuring data privacy through commercial generative AI providers' APIs and Skylab's contribution to efficient compute pipelines for confidential computing across various cloud platforms.

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