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Data poisoning attacks against federated learning systems;adversarial attacks and defenses against federated learning;
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
How to backdoor federated learning的实验基础,看一下
Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination
BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning
Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
A Pytorch implementation of the paper `Deep Autoencoding Gaussian Mixture Model For Unsupervised Anomaly Detection` by Zong et al.
For EMNIST, read images and labels from ubyte type files
Data Poisoning Attacks Against Federated Learning Systems
:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割
Blockchain-based FL
GTG Shapley Value detailed code
A Python library for the Docker Engine API
CNN
Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.
A Peer-to-Peer Payment System for Federated Learning
FedMD: Heterogenous Federated Learning via Model Distillation1
A Research Library and Benchmark for Federated Machine Learning
reveal the vulnerabilities of machine learning models
An exploratory analysis on users’ contributions in federated learning
A collection of Google research projects related to Federated Learning and Federated Analytics.
Mitigating sybils in federated learning poisoning
Ethereum
Efficient and Accurate Participant Contribution Evaluation in Federated Learning
Leaf: A Benchmark for Federated Settings
Model pruning enables efficient federated learning on edge2
[ECCV 2020] Codes and MultiviewX dataset for "Multiview Detection with Feature Perspective Transformation".
Personalized federated learning simulation platform with non-IID and unbalanced dataset
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.