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Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

fhe ppml tfhe torch python privacy data-science scikit-learn machine-learning homomorphic-encryption fully-homomorphic-encryption

Created 2022-03-23

1,982 commits to main branch, last one 13 days ago

phantom-fhe encryptorion-lab

14

97

gpl-3.0

5

PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library

gpu cuda ppml homomorphic-encryption

Created 2024-02-19

75 commits to main branch, last one about a month ago

PP-CNN yamanalab

13

48

apache-2.0

2

Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference

ppml private-deep-learning privacy-preserving-machine-learning

Created 2020-09-22

9 commits to master branch, last one 4 years ago