lzf-win

lzf-win's Stars

• inspire-lab/CryptoDL

  Privacy-preserving Deep Learning based on homomorphic encryption (HE)

  Language:C++329

• microsoft/CryptoNets

  CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

  Language:C#28071

• youben11/encrypted-evaluation

  Client/Server framework for encrypted machine learning using homomorphic encryption

  Language:Python406

• OpenMined/TenSEAL

  A library for doing homomorphic encryption operations on tensors

  Language:C++813157

• K-miran/HEMat

  Homomorphic matrix computation

  Language:C++3911

• tf-encrypted/tf-encrypted

  A Framework for Encrypted Machine Learning in TensorFlow

  Language:Python1.2k212

• jonaschn/awesome-he

  ✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

  1k82

• LatticeX-Foundation/Rosetta

  A Privacy-Preserving Framework Based on TensorFlow

  Language:C++562110

• zama-ai/concrete-ml

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

  Language:Python939137

• microsoft/EVA

  Compiler for the SEAL homomorphic encryption library

  Language:C++22358

• MarbleHE/HECO

  Optimizing compiler for Fully Homomorphic Encryption (FHE)

  Language:MLIR6518

• raminmh/CfC

  Closed-form Continuous-time Neural Networks

  Language:Python865140

• mlech26l/ncps

  PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

  Language:Python2k312

• public-apis/public-apis

  A collective list of free APIs

  Language:Python314k33.5k