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This project proposes a combination of new secure hardware for acceleration of machine learning (including custom silicon and GPUs), and cryptographic techniques to limit or eliminate information leakage in multi-party AI scenarios. This project is designed to address the privacy and security risks inherent in sharing data sets in the sensitive financial, healthcare, and public sectors.

See more at https://www.microsoft.com/en-us/research/video/confidential-ai-secure-multi-party-artificial-intelligence/