WenyanLiu / apprenticeship
A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.
☆32Updated 2 years ago
Alternatives and similar repositories for apprenticeship:
Users that are interested in apprenticeship are comparing it to the libraries listed below
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 5 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆32Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- A ledger for private and secure peer to peer machine learning☆108Updated last year
- ☆37Updated 4 years ago
- ☆77Updated last year
- Blockchain-based federated learning modular framework.☆39Updated 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
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆28Updated 3 years ago
- A distributed fedrated learning system on the blockchain.☆62Updated 6 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆37Updated 2 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 7 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 Peer-to-Peer Payment System for Federated Learning☆77Updated 4 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated 2 weeks ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆21Updated last year
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34Updated 4 years ago
- ☆12Updated 2 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆99Updated 2 months ago
- 区块链+联邦学习+恶意检测算法☆29Updated 4 years ago
- A blockchain based federated learning application using Hyperledger Fabric and Tensorflow/tfjs.☆9Updated 2 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
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆11Updated 3 years ago
- Federated learning used to detect credit card fraud☆13Updated 4 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆68Updated last year
- DFL working group☆33Updated 10 months ago
- ☆42Updated 11 months ago
- Asynchronous Federated Learning☆19Updated 3 years ago