guiming-shi

guiming-shi's Stars

• encryptorion-lab/phantom-fhe

  PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library

  Language:Cuda9112

• zju-abclab/NEXUS

  Non-interactive protocol for secure transformer inference based on RNS-CKKS.

  Language:C++786

• HE-diffusion/HE-diffusion

  Language:Jupyter Notebook91

• fhelipe-compiler/fhelipe

  An easy-to-use tensor compiler for FHE

  Language:C++91

• narger-ef/LowMemoryFHEResNet20

  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"

  Language:Jupyter Notebook4314

• EfficientFHE/SmartPAF

  Language:Python17

• fairmath/polycircuit

  Polycircuit is an FHE components library built via FHERMA competitions

  Language:C++161

• lightbulb128/troy

  GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.

  Language:C++323

• open-mmlab/mmrazor

  OpenMMLab Model Compression Toolbox and Benchmark.

  Language:Python1.5k231

• corelab-src/elasm

  Language:C++313

• 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:Python1.1k153

• harveyp123/LinGCN-Neurips23

  Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"

  Language:Python234

• AgaMiko/data-augmentation-review

  List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

  1.6k205

• sh-narisada/cuParmesan

  Language:Rust1

• UtahArch/HEPack-Sim

  Language:Jupyter Notebook7

• BIGBALLON/CIFAR-ZOO

  PyTorch implementation of CNNs for CIFAR benchmark

  Language:Python704177

• accel-sim/accel-sim-framework

  This is the top-level repository for the Accel-Sim framework.

  Language:Python320120

• Clive2312/BOLT

  Privacy-Preserving, Accurate and Efficient Inference for Transformers

  22

• sugarme/gotch

  Go binding for Pytorch C++ API (libtorch)

  Language:Go58347

• malb/lattice-estimator

  An attempt at a new LWE estimator

  Language:Python23350

• tuneinsight/lattigo

  A library for lattice-based multiparty homomorphic encryption in Go

  Language:Go1.2k184

• BUAA-CI-LAB/Literatures-on-Homomorphic-Encryption

  A reading list for homomorphic encryption

  1108

• encryptogroup/ABY

  ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation

  Language:C++468133

• Fannxy/NFGen

  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms

  Language:Python193

• tfhe/tfhe

  TFHE: Fast Fully Homomorphic Encryption Library over the Torus

  Language:C++1.2k176

• human-analysis/hers-encrypted-image-search

  HERS: Homomorphically Encrypted Representation Search

  Language:Python105

• human-analysis/encrypted-biometric-fusion

  Language:Python85

• human-analysis/secure-face-matching

  Language:C++3418

• ranran0523/SPECNN

  code repo for paper accepted in ICML 2023

  Language:Jupyter Notebook123

• grigorisg9gr/regularized_polynomials

  Official Implementation of the CVPR'23 paper 'Regularization of polynomial networks for image recognition'.

  Language:Python92