Giter Site home page Giter Site logo

lyh02's Projects

fldetector icon fldetector

The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"

flower icon flower

Flower - A Friendly Federated Learning Framework

go-cqhttp icon go-cqhttp

cqhttp的golang实现,轻量、原生跨平台.

hdp-vfl icon hdp-vfl

复现论文:《Hybrid Differentially Private Federated Learning on Vertically Partitioned Data》.主要是复现到fate当中

hoshinobot icon hoshinobot

A qqbot for Princess Connect Re:Dive (and other usage :)

javaguide icon javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试,首选 JavaGuide!

label-inference-attacks icon label-inference-attacks

Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.

mirai icon mirai

全开源 高效率 QQ机器人/Android QQ协议支持库 for JVM / Android

ml_privacy_meter icon ml_privacy_meter

Machine Learning Privacy Meter: A tool to quantify the privacy risks of machine learning models with respect to inference attacks, notably membership inference attacks

niid-bench icon niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

peek-a-boo icon peek-a-boo

[ICLR 2022] "Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently", by Xiaohan Chen, Jason Zhang and Zhangyang Wang.

pfl-non-iid icon pfl-non-iid

The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.

py-mongosql icon py-mongosql

MongoSQL: A JSON query engine with SqlAlchemy as a back-end

sparsefed icon sparsefed

Implementation for NeurIPS 2021 Submission: SparseFed

springboot-labs icon springboot-labs

一个涵盖六个专栏:Spring Boot 2.X、Spring Cloud、Spring Cloud Alibaba、Dubbo、分布式消息队列、分布式事务的仓库。希望胖友小手一抖,右上角来个 Star,感恩 1024

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.