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Linux Foundation

Poisoned Pickles Make You Ill - Securing Machine Learning Model Serialization

Linux Foundation via YouTube

Overview

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

Syllabus

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

Taught by

Linux Foundation

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