Alternatives and similar repositories for Homomorphic-Encryption

Users that are interested in Homomorphic-Encryption are comparing it to the libraries listed below

• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆83Updated last year
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆49Updated 5 years ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆41Updated 3 years ago
• armandofln / CryptoNets-with-Python
  CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.
  ☆24Updated 6 years ago
• SSGAalto / minionn
  Privacy -preserving Neural Networks
  ☆79Updated 7 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆263Updated this week
• OpenMined / TenSEAL
  A library for doing homomorphic encryption operations on tensors
  ☆999Updated 11 months ago
• mpc-msri / EzPC
  ☆442Updated last year
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆32Updated 8 months ago
• FebriantiW / Homomorphic-Encryption-and-Federated-Learning-based-Privacy-Preserving-CNN-Training-
  Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…
  ☆24Updated 3 years ago
• ibarrond / Pyfhel
  PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…
  ☆546Updated 5 months ago
• OpenMined / SyMPC
  A SMPC companion library for Syft
  ☆106Updated 3 weeks ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆35Updated 4 years ago
• Huelse / SEAL-Python
  Microsoft SEAL 4.X For Python
  ☆348Updated last year
• youben11 / encrypted-evaluation
  Client/Server framework for encrypted machine learning using homomorphic encryption
  ☆43Updated 4 years ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• minkcoregame / privacy-CNN
  This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).
  ☆12Updated 6 years ago
• K-miran / HEMat
  Homomorphic matrix computation
  ☆43Updated 6 years ago
• MarzioMonticelli / python-cryptonet
  A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
  ☆31Updated 5 years ago
• mminelli / dinn
  Fast Homomorphic Evaluation of Deep Discretized Neural Networks
  ☆45Updated 8 years ago
• chronarchitect / Homomorphic-Image-Encryption
  Secure outsourcing of image editing to untrusted cloud environments by implementing Paillier's Homomorphic Cryptosystem and extending it …
  ☆41Updated 5 years ago
• chiraag / gazelle_mpc
  ☆67Updated 7 years ago
• bit-ml / Private-Set-Intersection
  ☆58Updated 3 years ago
• sarojaerabelli / py-fhe
  A Python library for fully homomorphic encryption
  ☆108Updated 3 years ago
• human-analysis / secure-face-matching
  ☆38Updated 2 years ago
• MarwanNour / SEAL-FYP-Logistic-Regression
  My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
  ☆33Updated 4 years ago
• nusdbsystem / pivot
  Privacy preserving vertical federated learning for tree-based models
  ☆30Updated 4 years ago
• K-miran / HEAR
  ☆34Updated 3 years ago
• lorenzorovida / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆73Updated 11 months ago
• tf-encrypted / tf-seal
  Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library
  ☆95Updated 6 years ago