aayushdewangan11 / Blockchain_Enabled_Federated_learning
A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model updates. This repo hosts an simulated implementation for described model written in Python.
☆21Updated last year
Alternatives and similar repositories for Blockchain_Enabled_Federated_learning:
Users that are interested in Blockchain_Enabled_Federated_learning are comparing it to the libraries listed below
- Blockchain federated learning simulate by python☆10Updated last year
- Asynchronous Federated Learning☆44Updated last year
- Blockchain federated learning☆14Updated 2 years ago
- Federated learning + blockchain example☆11Updated 2 years ago
- 完全去中心化联邦学习☆22Updated last year
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- ☆77Updated last year
- Implementation of the ChainsFL.☆34Updated 3 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- We will implement this framework.☆29Updated 2 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
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- ☆36Updated 3 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
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 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
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆24Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆30Updated 3 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆31Updated 2 years ago
- ☆11Updated 2 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆37Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 3 years ago
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Updated 3 years ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆34Updated 7 months ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆108Updated 2 years ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆25Updated 5 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆20Updated 3 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆108Updated 3 months ago