A federated future to support genomic medicine
The Federated European Genome-phenome Archive (FEGA) is transforming how sensitive human genomic data is shared and accessed.
Electronics For You9d
Enhancing Edge Computing With Federated Learning And AI
As AI moves to the edge, decentralised model training and federated learning will reshape privacy and efficiency paradigms.
IEEE18d
Dynamic Distributed Model Compression for Efficient Decentralized Federated Learning and Incentive Provisioning in Edge Computing Networks
Abstract: We study decentralized federated learning (DFL) in edge computing networks where edge nodes (ENs) collaboratively train their artificial intelligence (AI) models in a serverless manner ...
GitHub18d
Mysterium Node - decentralized VPN built on blockchain
Cross-platform software to run a node in Mysterium Network. It contains Mysterium server (node), client API (tequila API) and client-cli (console client) for Mysterium Network. Currently node supports ...
IEEE29d
Feature-Based Machine Unlearning for Vertical Federated Learning in IoT Networks
Vertical Federated Learning (VFL) offers a promising avenue for ... our solution minimizes the data footprint on network nodes, reduces bandwidth consumption, and maintains the integrity and ...