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GitHub topics: private-deep-learning

yamanalab/PP-CNN

Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference

Language: C++ - Size: 67.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 13

snwagh/securenn-public

Implementation of protocols in SecureNN.

Language: C++ - Size: 4.27 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 119 - Forks: 31

zhxchd/vFedCCE

A vertical federated learning algorithm for classfication problems with gradient-based optimization.

Language: Jupyter Notebook - Size: 1.74 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

Related Keywords
private-deep-learning 3 privacy-preserving-machine-learning 2 ppml 1 multi-party-computation 1 deep-learning 1 federated-learning 1 keras 1 machine-learning 1 tensorflow 1 vertical-federated-learning 1