All the technologies
Secure Aggregation
Integrates secure aggregation into CAFEIN to enable privacy-preserving federated learning and analytics, protecting individual data while ensuring efficient, scalable healthcare applications.
CAFEIN CO₂ Tracker & Optimiser
The CAFEIN CO₂ Tracker & Optimiser measures and reduces the carbon footprint of Federated Learning by combining system, model, and energy data. It estimates emissions and suggests strategies like quantisation, sparsification, and decentralised training, helping organisations align AI projects with climate goals.
GNN
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IoT
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Federated Learning
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