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September 13-16, 2022
Dublin, Ireland + Virtual
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Tuesday, September 13 • 16:15 - 16:55
BlindAI, an Open-source Solution for Privacy-friendly AI Deployment - Daniel Huynh, Mithril Security

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Confidential Computing is a recent technology that enables end-to-end encryption when analyzing sensitive data. As such, data owners can share their data to AI companies, for instance to train or consume an AI model, without ever risking their data being stolen, leaked or used for any other purpose, as data remains protected even when shared to third parties. That is why we have launched BlindAI, an Open-source project, aiming to democratize privacy-friendly AI. We leverage Confidential Computing to provide end-to-end protection guarantees, even when sending data to be analyzed by third parties. Our solution currently supports confidential deployment of ONNX models. This workshop aims to introduce the high level principles of Confidential Computing. We will show how BlindAI can be used to deploy privacy friendly AI models, including Transformers for confidential document analysis, and ResNets for medical imaging. The workshop will be organized in the following manner: - Presentation of the current challenges - Introduction to Confidential Computing - Demonstration of Confidential AI deployment with BlindAI
Speakers
avatar for Daniel Huynh

Daniel Huynh

CEO, Mithril Security
CEO of Mithril Security, a deeptech startup aiming to commoditize Confidential AI. Mithril Security allows confidential and regulated data to be shared and analyzed without revealing them. We make it possible with our open-source, fast and accessible software leveraging Confidential... Read More →

Tuesday September 13, 2022 16:15 - 16:55 IST
Liffey Meeting Room 3 (Level 1)
  Open AI & Data Forum, Security and Privacy