repeatedd / federated-learning-blockchain
Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attempting to protect users' sensitive data .
☆31Updated 3 years ago
Alternatives and similar repositories for federated-learning-blockchain:
Users that are interested in federated-learning-blockchain 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
- 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
- Blockchain federated learning simulate by python☆10Updated last year
- ☆77Updated last year
- Asynchronous Federated Learning☆44Updated last year
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆37Updated 2 years ago
- Blockchain federated learning☆14Updated 2 years ago
- Implementation of the ChainsFL.☆35Updated 3 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆32Updated 4 years ago
- We will implement this framework.☆30Updated 2 years ago
- ☆37Updated 4 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆32Updated 3 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- 完全去中心化联邦学习☆26Updated last year
- Federated learning + blockchain example☆11Updated 2 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 5 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- A distributed fedrated learning system on the blockchain.☆61Updated 6 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆11Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆68Updated last year
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆108Updated 2 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 4 years ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆24Updated 5 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆68Updated 2 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- ☆12Updated 2 years ago
- A blockchain-enable decentralized federated learning implement☆11Updated last year
- Blockchain-based federated learning modular framework.☆38Updated 2 years ago