Interoperable and decentralized machine learning in JavaScript.
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Updated
Dec 8, 2022 - JavaScript
Interoperable and decentralized machine learning in JavaScript.
Blockchain infrastructure for decentralized machine learning (decentralized-ml repo).
YC Hackathon 2018 Winner Project. BEN: A decentralized chatbot that uses federated learning.
Welcome to our official website
Decentralized (P2P) Federated Learning implementation using libp2p JavaScript
FLAT (Federated Learning Across Tabs) is an FL system that trains AI models directly on Web browsers via ONNX Runtime Training Web and the Cloud-Edge-Client Continuum paradigm.
Adaptation of the Python client of the Flower library in NodeJs
End-to-end on-device federated learning, "An On-Device Federated Learning System for SMS Spam Classification", IEEE MIT URTC 2022
Federated Learning with blockchain
The official repo for the Flux Blockchain Federated Learning project
A Federated Access Control (FAC) Framework for Secure AI Model Management in Decentralised Financial Systems
This work is part of 6GDAWN project for trust PoC. We use blockchain and smart contracts to enable a trustworthy reputation mechanism for O-RAN.
A privacy-preserving AI system for early diabetes prediction using distributed machine learning across healthcare institutions.
An AI-powered security platform & browser extension that detects phishing, spam, and social engineering attacks in real time.
Sandbox to experiment and learn what Federated Learning is in-action
Deep learning on the web
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