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1. OpenMined/PySyft OpenMined/PySyft Public

   Perform data science on data that remains in someone else's server

   Python 9.8k 2k

2. OpenMined/syft-flwr OpenMined/syft-flwr Public

   Offline Capable, Easy and Secure Federated Learning and Computations with Flower and SyftBox

   Python 12 3

3. PocketHHE PocketHHE Public

   An Integer-only, Lightweight Privacy-preserving Machine Learning Framework with Hybrid Homomorphic Encryption

   C++ 6 2

4. HESplitNet HESplitNet Public

   Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)

   Python 10 4

5. ppml-materials ppml-materials Public

   A compiled list of resources and materials for PPML

   11 1

6. split-learning-1D-HE split-learning-1D-HE Public

   Privacy-preserving Training of a Split 1D CNN Neural Network on Homomorphic Encrypted ECG Data to Detect Heart Diseases

   Jupyter Notebook 7