aayushdewangan11 / Blockchain_Enabled_Federated_learningView external linksLinks
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.
☆23Sep 11, 2023Updated 2 years ago
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
Sorting:
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 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 3 years ago
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 2 years ago
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 2 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- 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
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Aug 21, 2021Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Aug 24, 2021Updated 4 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 4 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated 9 months ago
- Reproduce Paper "Federated Learning with Non-IID Data"☆10May 3, 2021Updated 4 years ago
- Backdoor detection in Federated learning with similarity measurement☆26Apr 30, 2022Updated 3 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆29Jan 25, 2023Updated 3 years ago
- A blockchain-enable decentralized federated learning implement☆13Jul 10, 2023Updated 2 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
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆20Apr 26, 2021Updated 4 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆118Apr 22, 2022Updated 3 years ago
- Implementation of the ChainsFL.☆36Jun 7, 2021Updated 4 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆70Apr 3, 2022Updated 3 years ago
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Sep 1, 2021Updated 4 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
- Crab: Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning☆27May 27, 2024Updated last year
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 2 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Nov 2, 2021Updated 4 years ago
- Source code for the ICDE 2023 paper "Scaling Blockchain Consensus via a Robust Shared Mempool"☆26Sep 27, 2022Updated 3 years ago
- ☆24Dec 8, 2020Updated 5 years ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated last year
- VeryFL is an experimental federated leraning framework embedded with blockchain☆119Jan 21, 2025Updated last year
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆31Jun 29, 2023Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆75Jul 10, 2023Updated 2 years ago
- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆37Mar 25, 2024Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆142Jun 7, 2020Updated 5 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆84Jun 5, 2023Updated 2 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问题☆35Apr 21, 2022Updated 3 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34May 27, 2020Updated 5 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆40Apr 4, 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
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated last year