Alibaba financial arm Ant Group has open sourced SecretFlow, its privacy-preserving framework, with a specific focus on data analysis and machine learning. SecretFlow includes a number of components, such as a secure processing unit, which provides secure computation capabilities guaranteeing data privacy; a homomorphic encryption unit; a portable simplest oblivious transfer protocol implementation; and SecretFlow, a higher-level unified framework integrating all of them.

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