Vateer / BC-DFL
A blockchain-enable decentralized federated learning implement
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for BC-DFL
- Blockchain federated learning simulate by python☆10Updated last year
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆31Updated 2 years ago
- We will implement this framework.☆29Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆28Updated 3 years ago
- Blockchain federated learning☆14Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆29Updated 3 years ago
- Asynchronous Federated Learning☆43Updated last year
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆20Updated last year
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆33Updated 2 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- 完全去中心化联邦学习☆18Updated last year
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆31Updated 3 years ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆17Updated 3 years ago
- ☆76Updated last year
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆11Updated 2 years ago
- Federated learning + blockchain example☆11Updated 2 years ago
- ☆11Updated last year
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- ☆11Updated last year
- Blockchain-based federated learning modular framework.☆39Updated 2 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆23Updated 2 years ago
- ☆35Updated 3 years ago
- SFedChain: blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks☆13Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆64Updated last year
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- Federated learning client selection☆15Updated last year
- Implementation of the ChainsFL.☆31Updated 3 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆11Updated 3 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago