NikolasHaimerl / Advancing-Blockchain-Based-Federated-Learning-Through-Verifiable-Off-Chain-Computations
☆12Updated 2 years ago
Related projects: ⓘ
- ☆13Updated last year
- Blockchain federated learning☆14Updated last year
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆28Updated 3 years ago
- ☆21Updated this week
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆34Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆59Updated last year
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆49Updated last year
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆11Updated 3 years ago
- Blockchain federated learning simulate by python☆10Updated last year
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆24Updated 5 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Updated 2 years ago
- A secure aggregation system for private federated learning☆32Updated 4 months ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆70Updated 2 years ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆16Updated 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
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 2 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆18Updated last year
- A Blockchain-based reputed access control system in IoT☆16Updated 3 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 2 years ago
- Secure Aggregation for FL☆34Updated 9 months ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆9Updated last year
- A distributed fedrated learning system on the blockchain.☆59Updated 5 years ago
- 基本已完成状态☆10Updated 4 years ago
- Blockchain-based federated learning modular framework.☆39Updated last year
- ☆72Updated 10 months ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆22Updated 2 years ago
- Asynchronous Federated Learning☆41Updated last year
- Implementation of the ChainsFL.☆30Updated 3 years ago
- fabric blockchain with medical data using privacy preserving technology☆12Updated 3 years ago