Materials about Privacy-Preserving Machine Learning

联邦学习

Everything about federated learning, including research papers, codes, tutorials, blogs and beyond

深度学习 李宏毅 2021 学习笔记

A library for federated learning (a distributed machine learning process) in an enterprise environment.

📝 A curated list of awesome Raspberry Pi tools, projects, images and resources

awesome resource list

A curated list of multi party computation resources and links.

CaPC is a method that enables collaboracting parties to improve their own local heterogeneous machine learning models in a setting where both confidentiality and privacy need to be preserved to pre…

个人维护的安全知识框架,内容包括不仅限于 web安全、工控安全、取证、应急、蓝队设施部署、后渗透、Linux安全、各类靶机writup

955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

A framework for implementing federated learning

📚 免费的计算机编程类中文书籍，欢迎投稿

Federated learning experiment using TensorFlow.js

A Simulator for Privacy Preserving Federated Learning

Interview = 简历指南 + LeetCode + Kaggle

resources about federated learning and privacy in machine learning

Federated Learning Library: https://fedml.ai

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Algorithms to recover input data from their gradient signal through a neural network

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习

Code for Data Poisoning Attacks Against Federated Learning Systems

树莓派(Raspberry Pi )资源大全中文版 , 包括工具、项目、镜像、资源等

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).

A simple Python implementation of a secure aggregation protocole for federated learning.