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November 17–November 20, 2020
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Wednesday, November 18 • 5:45pm - 6:20pm
Owned by Statistics: Using Kubeflow to Defend vs Attacks on Your ML Models - David Aronchick, Microsoft

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Machine learning continues its spread across the tech world and is now in use by more than 80% of enterprises world wide. However, with the increased reliance on this technology, the spectre of additional security attack surface areas rises up. Machine learning attacks are a new area of opportunity for adversaries, and require a new way to approach defense. In this talk, we will cover several of the most common ML attacks today and how to defend against them. We will also show how to use a sophisticated, cloud-native pipeline with Kubeflow will to enable organizations to detect, remediate and defend against future attacks.

avatar for David Aronchick

David Aronchick

Program Manager, Azure, Microsoft
David Aronchick leads open source machine learning strategy at Azure. He spends most of his time helping humans convince machines to be smarter. (He’s only moderately successful at this.) Previously, he led product management for Kubernetes on behalf of Google, launched Google Kubernetes... Read More →

Wednesday November 18, 2020 5:45pm - 6:20pm EST
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