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@cnn-for-ckks

Convolutional Neural Network for CKKS Encryption Scheme

We are working on creating a homomorphically encrypted deep learning framework (primarily for CNN) by using the CKKS encryption scheme

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  1. ckks-encryption-scheme ckks-encryption-scheme Public archive

    CKKS Encryption Scheme using Vanilla Python

    Python 5

  2. pytorch-for-tenseal pytorch-for-tenseal Public

    PyTorch extension to enable training and testing using homomorphic encryption

    Python 3

  3. liberate-fhe liberate-fhe Public

    Forked from Desilo/liberate-fhe

    A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

    Python

  4. CrypTen CrypTen Public

    Forked from facebookresearch/CrypTen

    A framework for Privacy Preserving Machine Learning

    Python

Repositories

Showing 4 of 4 repositories
  • liberate-fhe Public Forked from Desilo/liberate-fhe

    A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

    cnn-for-ckks/liberate-fhe’s past year of commit activity
    Python 0 BSD-3-Clause-Clear 15 0 0 Updated Feb 10, 2025
  • CrypTen Public Forked from facebookresearch/CrypTen

    A framework for Privacy Preserving Machine Learning

    cnn-for-ckks/CrypTen’s past year of commit activity
    Python 0 MIT 327 0 0 Updated Jul 29, 2024
  • pytorch-for-tenseal Public

    PyTorch extension to enable training and testing using homomorphic encryption

    cnn-for-ckks/pytorch-for-tenseal’s past year of commit activity
    Python 3 MIT 0 2 0 Updated May 27, 2024
  • ckks-encryption-scheme Public archive

    CKKS Encryption Scheme using Vanilla Python

    cnn-for-ckks/ckks-encryption-scheme’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Feb 26, 2024

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