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CNCF [Cloud Native Computing Foundation]

Shadow Vulnerabilities in AI/ML Data Stacks - What You Don't Know Can Hurt You

CNCF [Cloud Native Computing Foundation] via YouTube

Overview

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This talk examines security vulnerabilities and anti-patterns in open-source AI software, including risks in model serving and model checkpoints. It uses code examples to show how runtime context and eBPF tooling can help detect issues that traditional code analysis misses.

Syllabus

Shadow Vulnerabilities in AI/ML Data Stacks - What You Don’t Know... Avi Lumelsky & Nitzan Mousseri

Taught by

CNCF [Cloud Native Computing Foundation]

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