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CNCF [Cloud Native Computing Foundation]

Poisoned Pickles - Security Risks and Protections for Serialized ML Models

CNCF [Cloud Native Computing Foundation] via YouTube

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This talk examines security risks in using Python pickle to serialize and distribute machine learning models, including arbitrary code injection through poisoned pickles. It discusses tools for generating safer pickles and trust-or-discard processes for protecting ML pipelines.

Syllabus

Poisoned Pickles Make You Ill - Adrian Gonzalez-Martin, Seldon

Taught by

CNCF [Cloud Native Computing Foundation]

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