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Accelerating AI Securely with GVisor

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Cloud Security Courses Machine Learning Courses Containerization Courses Hardware Acceleration Courses gVisor Courses

Course Description

Overview

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Explore container sandboxing techniques for securing high-risk and untrusted workloads in AI-driven environments. Dive into various approaches to container sandboxing, examining their trade-offs and implications. Gain in-depth knowledge of the open-source gVisor sandbox and container runtime implementation. Discover new sandboxed hardware accelerator support in gVisor, understand implementation trade-offs, and learn how gVisor is utilized to mitigate AI/ML security risks. Examine the gVisor team's efforts to reduce performance costs associated with sandboxing. This 30-minute conference talk by Lucas Manning from Google, presented at a CNCF event, offers valuable insights into enhancing AI security through advanced container sandboxing techniques.

Syllabus

Accelerating AI Securely with GVisor - Lucas Manning, Google


Taught by

CNCF [Cloud Native Computing Foundation]

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