Federated AI Technology Enabler (FATE)
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FATE is an open-source project initiated by Webank's AI Department to provide a secure computing framework to support the federated AI ecosystem.
Currently, it supports federated learning architectures including horizontal federated learning, vertical federated learning and federated transfer learning.
It implements secure computation protocols based on homomorphic encryption and multi-party computing （MPC）supporting the secure computation of various machine learning algorithms, including logistic regression, tree-based algorithms, and deep learning and transfer learning.
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