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ML pipelines are vulnerable due to the immaturity of the ecosystem, the large attack surface of popular ML frameworks, and the unique properties of ML models. Participants in this technical workshop will put on their plumber hats and get dirty hardening vulnerable ML pipelines, covering safe model deserialization, training data ingestion, and infrastructure deployment. And, there will be memes.
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