BlindAI - An Open-source Solution for Privacy-friendly AI Deployment

Explore an open-source solution for privacy-friendly AI deployment in this informative conference talk. Delve into the world of Confidential Computing, a cutting-edge technology enabling end-to-end encryption for sensitive data analysis. Learn how BlindAI, an open-source project, aims to democratize privacy-friendly AI by leveraging Confidential Computing to provide robust protection guarantees. Discover the high-level principles of Confidential Computing and witness practical demonstrations of deploying privacy-friendly AI models, including Transformers for confidential document analysis and ResNets for medical imaging. Gain insights into current challenges in data privacy, understand the potential of Confidential Computing, and see firsthand how BlindAI supports confidential deployment of ONNX models.

BlindAI, an Open-source Solution for Privacy-friendly AI Deployment - Daniel Huynh, Mithril Security