October 12, 2021
Los Angeles, California + Virtual
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IMPORTANT NOTE: Timing of sessions and room locations are subject to change through Monday, September 13 due to schedule changes that will be made as speakers finalize whether speaking in person or virtually.
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Tuesday, October 12 • 10:20am - 10:50am
Security Best Practices for AI on Kubernetes - Guy Salton, Run:AI

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Data Scientists and MLOps engineers are embracing containers and Kubernetes for building, debugging, training and deploying deep learning models. There are many advantages for using Kubernetes for AI workloads, but is it secure? In this talk, we will present the security concerns for AI workloads running on Kubernetes and how to mitigate them: Which user is used inside the container? Can the Data Scientist use privileged escalation from his container and access the host filesystem? How to allow Data Scientists to install python packages in a secure manner? Can a Data Scientist have access other researchers code and data from his container? Guy Salton, Solution Engineering Lead at Run:AI, will cover all the concerns above, and provide security best practices to MLOps engineers, to make the everyday work of Data Scientists both secure and productive.

avatar for Guy Salton

Guy Salton

Solution Engineering Lead, Run:AI
Guy is a Solutions Architect specializing in the fields of DevOps, Cloud Computing, Kubernetes, Containers, CI/CD and AI computing.Running POCs and technical projects for commercial and enterprise customers, on-site installations and workshops.Guy shares his knowledge by talking in... Read More →

Tuesday October 12, 2021 10:20am - 10:50am PDT
Room 502 AB + Online