rbycntj / decentralized_federated_learning
完全去中心化联邦学习
☆28Updated last year
Alternatives and similar repositories for decentralized_federated_learning:
Users that are interested in decentralized_federated_learning are comparing it to the libraries listed below
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆21Updated last year
- Asynchronous Federated Learning☆44Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 2 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆25Updated 2 years ago
- ☆18Updated last year
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆22Updated 3 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆122Updated 4 years ago
- We will implement this framework.☆30Updated 2 years ago
- ☆77Updated last year
- Blockchain federated learning☆14Updated 2 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆46Updated 2 years ago
- ☆30Updated 2 years ago
- Active Client Selection for Federated Learning☆46Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆28Updated 2 years ago
- Blockchain federated learning simulate by python☆10Updated last year
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- Federated learning client selection☆19Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆46Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- Federated learning + blockchain example☆11Updated 2 years ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆11Updated 3 years ago
- Byzantine-robust Federated Learning☆16Updated last year
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆37Updated 2 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆12Updated 3 years ago
- Asynchronous Federated Learning☆19Updated 3 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆79Updated 2 years ago