By bringing the training of ML models to users, health systems can advance their AI ambitions while maintaining data security ...
At this year’s Credit Scoring and Credit Control Conference in Edinburgh, colleagues Ben Archer and Peter Szocs presented on a topic gaining significant attention: how federated learning can support ...
To get started: Data is the New Gold, but Privacy is the Vault! The data, and more specifically, customer data, is everything in finance. Whether you've seen it at a ...
Artificial intelligence (AI) is transforming the world, from diagnosing diseases in hospitals to catching fraud in banking systems. But it’s also raising urgent questions. As G7 leaders prepare to ...
In an era where data breaches make headlines weekly and privacy regulations tighten globally, artificial intelligence faces a fundamental challenge: how to learn from data without compromising privacy ...
AI’s rapid move from centralized data centers to distributed, real-time applications is fueling demand for federated edge infrastructure that combines low-latency processing with shared learning.
Researchers at Beihang University, in collaboration with the Beijing Zhongguancun Laboratory, have developed a new defense strategy called Long-Short Historical Gradient Federated Learning (LSH-FL), ...