A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?
☆71Apr 3, 2022Updated 4 years ago
Alternatives and similar repositories for ScaleSFL
Users that are interested in ScaleSFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆76Oct 30, 2023Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆77Jul 10, 2023Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆119Apr 22, 2022Updated 3 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Blockchain sharding☆10Dec 8, 2022Updated 3 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
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 2 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated 10 months ago
- Implementation of the ChainsFL.☆36Jun 7, 2021Updated 4 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Nov 2, 2021Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆192Aug 24, 2021Updated 4 years ago
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 2 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 区块链+联邦学习+恶意检测算法☆30Mar 5, 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
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- ☆36Mar 20, 2021Updated 5 years ago
- A Peer-to-Peer Payment System for Federated Learning☆78Jan 8, 2021Updated 5 years ago
- Wuhan Corona (COVID-19) patients dataset☆38Jul 22, 2025Updated 8 months ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆121Jan 21, 2025Updated last year
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆31Sep 24, 2021Updated 4 years ago
- ShardEval: Sharding-based Blockchain Simulator☆34May 25, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 6 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Aug 21, 2021Updated 4 years ago
- 联邦学习区块链web端demo☆50Jan 5, 2023Updated 3 years ago
- Federated Learning on HyperLedger Aries☆21Jun 22, 2022Updated 3 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 4 years ago
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 2 years ago
- A transaction-level sharding simulator for protocol testing against users' behavior on a sharded blockchain.☆31Sep 4, 2020Updated 5 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
- A blockchain interoperability solution for permissioned blockchain networks based on a publish/subscribe pattern.☆26Apr 13, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆13May 5, 2023Updated 2 years ago
- We will implement this framework.☆32Jun 7, 2022Updated 3 years ago
- This is a Sharding Simulator to study blockchain scalability.☆38Jun 21, 2022Updated 3 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Jan 12, 2022Updated 4 years ago
- APBFT is an improvement of the PBFT consensus protocol.☆17Aug 31, 2023Updated 2 years ago
- A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.☆33May 19, 2022Updated 3 years ago
- Blockchain-based federated learning modular framework.☆45Nov 9, 2022Updated 3 years ago