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agat-basedmodelpoisoningattackfl

These codes are about AGAT-based model poisoning attack on FL.

awesome-federated-learning

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

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

fedaecs

Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

federated-learning-lib

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

federated_learning_papers

federatedscope

An easy-to-use federated learning platform

fl-dlt3

Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT

gae-based_model_poisoning_attack_fl

These codes are about graph autoencoder-based model poisoning attack against federated learning.

gae_in_pytorch

Graph Auto-Encoder in PyTorch

gradcam-ae

These codes are about "GradCAM-AE: A New Shield Defense Against Poisoning Attacks on Federated Learning"

layercam-ae

These codes are about "A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with Autoencoder"

popular-rl-algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

secure_fl

stable-diffusion

A latent text-to-image diffusion model

vgae-based_model_poisoning_attack_fl

These codes are about variational graph autoencoder-based model poisoning attack against federated learning.