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).
Redstring is a semantic knowledge graph application that bridges human and machine intelligences through a recursive graph interface built on W3C Semantic Web standards with robust knowledge discovery. It uses RDF, OWL, and JSON-LD for decentralized, federated ontology creation like you've never seen before.
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
Federated Learning with blockchain
End-to-end on-device federated learning, "An On-Device Federated Learning System for SMS Spam Classification", IEEE MIT URTC 2022
The Brotherhood is open infrastructure for a decentralised academia and industry
The official repo for the Flux Blockchain Federated Learning project
An AI-powered security platform & browser extension that detects phishing, spam, and social engineering attacks in real time.
A Weighted Federated Learning Framework for Privacy-Preserving EEG-Based Diagnosis of Major Depressive Disorder
A Federated Access Control (FAC) Framework for Secure AI Model Management in Decentralised Financial Systems
Advanced GNSS spoofing detection system using deep learning (99.47% accuracy) with federated learning infrastructure for real-time, privacy-preserving GPS attack mitigation. FYP featuring 5 AI models, React frontend, and cutting-edge distributed detection.
Next.js dashboard for SentiFed — live federated training metrics, trust score visualization, and sentiment prediction UI. TypeScript · Tailwind · Recharts
Policy-gated federated learning for global supply-chain intelligence. Enables enterprise-sovereign AI for disruption prediction and carbon-compliant routing without sharing raw logistics data.
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