This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centralized server, the framework uses blockchain for the global model storage and the local model update exchange.
☆119Apr 22, 2022Updated 3 years ago
Alternatives and similar repositories for BFLC-demo
Users that are interested in BFLC-demo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Decentralized Blockchain-Based Federated Learning Framework☆77Jul 10, 2023Updated 2 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Jun 16, 2022Updated 3 years ago
- ☆76Oct 30, 2023Updated 2 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆192Aug 24, 2021Updated 4 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆71Apr 3, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Jun 5, 2021Updated 4 years ago
- ☆36Mar 20, 2021Updated 5 years ago
- A Peer-to-Peer Payment System for Federated Learning☆78Jan 8, 2021Updated 5 years ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆17Sep 10, 2021Updated 4 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆121Jan 21, 2025Updated last year
- A distributed fedrated learning system on the blockchain.☆66Jan 20, 2019Updated 7 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆31Sep 24, 2021Updated 4 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated 11 months ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Aug 21, 2021Updated 4 years ago
- Implementation of the ChainsFL.☆36Jun 7, 2021Updated 4 years ago
- Federated Learning Blockchain Web Demo☆51Jan 5, 2023Updated 3 years ago
- We will implement this framework.☆32Jun 7, 2022Updated 3 years ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 6 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆252Jan 14, 2023Updated 3 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Jun 9, 2021Updated 4 years ago
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 2 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 2 years ago
- 区块链+联邦学习+恶意检测算法☆30Mar 5, 2021Updated 5 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 2 years ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated last month
- 联邦学习区块链web端demo☆50Jan 5, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 2 years ago
- Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.☆14Feb 20, 2026Updated last month
- Fedstellar: A Platform for Decentralized Federated Learning☆15Jul 12, 2024Updated last year
- APBFT is an improvement of the PBFT consensus protocol.☆17Aug 31, 2023Updated 2 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 4 years ago
- A ledger for private and secure peer to peer machine learning☆110Jul 6, 2023Updated 2 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Nov 2, 2021Updated 4 years ago