awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

awesome-federated-learning

federated-learning

awesome-federated-machine-learning

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

bookmanagementsystem

A book management system based on certain libraries of Qt and MySQL

bootloader

breaching

Breaching privacy in federated learning scenarios for vision and text

cortexm-tools

Tools for STM32F103 and STM32F407

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

dordis

[ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy

doubletetris

A tetris game that two friends can compete with each other simultaneously

esp-tools

Tools for ESP8266/ESP32

federated

A framework for implementing federated learning

federated-learning

联邦学习

federated-learning-1

Overview of Federal Learning

federated-learning-system-literature

[IEEE TBD'22] Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

fedscale

FedScale: Benchmarking Model and System Performance of Federated Learning

film

Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)

flashe

[arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning

flsystem-paper

Federated Learning Systems

gnns

Fast Approximate Nearest-Neighbor Search with k-Nearest Neighbor Graph

grad_attacks

Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.

hkustcomp3511lab4

Maintained by TA Zhifeng Jiang.

klotski

A Chinese Klotski game played on Xilinx FPGA

knnlm_privacy

Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888

lamp

LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)

leaf

Leaf: A Benchmark for Federated Settings

leethub

Collection of my LeetCode solutions. - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

lotto

[USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning