Pinned Repositories
2k-power-residue
BHJL13- Efficient Cryptosystems From 2k-th Power Residue Symbols (Gnu Muti Precision GMP)JL加密算法
ABY
ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation
AIJack
Security and Privacy Risk Simulator for Machine Learning
Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
CrypTen
CrypTen 是一个基于 PyTorch 的隐私保护机器学习框架
CryptGPU
CryptoNets
CryptoNets 是对使用同态加密加密的数据使用神经网络的演示
datum-network-manager
隐私计算网络管理平台
e3
E3: Encrypt-Everything-Everywhere framework for compiling C++ programs with encrypted operands.
yanmaoxuan's Repositories
yanmaoxuan/AIJack
Security and Privacy Risk Simulator for Machine Learning
yanmaoxuan/Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
yanmaoxuan/covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
yanmaoxuan/CrypTen
CrypTen 是一个基于 PyTorch 的隐私保护机器学习框架
yanmaoxuan/CryptoNets
CryptoNets 是对使用同态加密加密的数据使用神经网络的演示
yanmaoxuan/datum-network-manager
隐私计算网络管理平台
yanmaoxuan/e3
E3: Encrypt-Everything-Everywhere framework for compiling C++ programs with encrypted operands.
yanmaoxuan/EzPC
CrypTFlow：用于安全 TensorFlow 推理的端到端系统
yanmaoxuan/FedADMM
This Matlab package solves federated learning problems via inexact ADMM
yanmaoxuan/fedavgpy
On the Convergence of FedAvg on Non-IID Data
yanmaoxuan/Federated-Grade-Prediction
利用联邦学习进行高校学生成绩预测研究，并使用Streamlit搭建了简易的可视化平台
yanmaoxuan/FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
yanmaoxuan/FPPDL
code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
yanmaoxuan/fully-homomorphic-encryption
An FHE compiler for C++ From Google
yanmaoxuan/HElib
HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.
yanmaoxuan/hub1
yanmaoxuan/Hybrid-Privacy-Preserving-Deep-Learning
一种用于超高分辨率卫星图像中对象分类的混合隐私保护深度学习方法
yanmaoxuan/inclavare-containers-
A novel container runtime, aka confidential container, for cloud-native confidential computing and enclave runtime ecosystem.
yanmaoxuan/libPSI
A repository for private set intersection.
yanmaoxuan/paillier
Extension for the .NET Framework cryptography subsystem, which introduces the Paillier public key cryptosystem with support for homomorphic addition.
yanmaoxuan/pailliercryptolib
Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption (HE), named Paillier cryptosystem, by utilizing Intel® IPP-Crypto on AVX512IFMA instructions. Intel Paillier Cryptosystem Library is certified for ISO compliance.
yanmaoxuan/private-join-and-compute
yanmaoxuan/PyCrCNN
Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
yanmaoxuan/Pyfhel
PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.
yanmaoxuan/PySyft
Data science on data without acquiring a copy
yanmaoxuan/python-paillier
A library for Partially Homomorphic Encryption in Python
yanmaoxuan/SEAL
Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
yanmaoxuan/secure-face-matching
yanmaoxuan/streamlit
Streamlit — The fastest way to build data apps in Python
yanmaoxuan/UCADI
[Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"