duanglukui

duanglukui's Stars

• IBM/helayers

  IBM HElayers homomorphic encryption SDK for C++ and Python

  Language:Jupyter Notebook357

• qianlou/HEMET

  Language:C++112

• intel/he-transformer

  nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

  Language:C++17235

• NervanaSystems/he-transformer

  nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

  Language:C++22139

• DreamingRaven/python-fhez

  Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).

  Language:Python297

• qianlou/SHE

  Language:C++305

• mminelli/dinn

  Fast Homomorphic Evaluation of Deep Discretized Neural Networks

  Language:C++4312

• K-miran/HEMat

  Homomorphic matrix computation

  Language:C++3911

• 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#28371

• AI-Tech-Research-Lab/Introduction-to-BFV-HE-ML

  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.

  Language:Jupyter Notebook362

• snu-ccl/FHE-MP-CNN

  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution

  Language:C++6712

• K-miran/HEAR

  Language:C++305

• eth-sri/phoenix

  Private and Reliable Neural Network Inference (CCS '22)

  Language:C++182

• eslee3209/MinimaxComp_degrees

  Algorithms that find optimized degrees for MinimaxComp on the RNS-CKKS scheme

  Language:C++131

• snu-ccl/approxCNN

  Language:Python111