21+ hour, 1+ min ago   (55+ words) Federated learning has become one of the most consequential architectures in modern machine learning, allowing hospitals, banks, factories and smartphone networks to train shared models without moving sensitive data off site. Yet the approach has long carried an uncomfortable question:…...

1+ day, 5+ hour ago   (613+ words) Cancer cells are masters of redundancy, and one of their most effective tricks is hiding lethal weaknesses behind duplicate genes....

4+ day, 21+ min ago   (682+ words) Wireless body area networks—the webs of tiny wearable and implantable sensors that track heart rhythms, glucose levels and blood oxygen in real time—have become the sensory backbone of modern digital healthcare. But the same open wireless links that…...

4+ day, 25+ min ago   (72+ words) Researchers at the Technical University of Košice have shown that even the most impressive-looking scores in machine-learning-based network intrusion detection can hide serious weaknesses in spotting rare attacks, particularly stealthy infiltrations and web-based exploits. In a study published in Mobile…...

5+ day, 14+ hour ago   (11+ words) statement pairs Bioengineer.org...

2+ week, 11+ hour ago   (91+ words) Machine learning models are famously confident, sometimes catastrophically so. Ask a survival model to estimate a cancer patient’s five-year prognosis and it will happily produce a number, even when the patient is unlike anyone in its training data, carrying an…...

2+ week, 1+ day ago   (937+ words) The AI Cyber-Defender That Rehearses Its Every Move Before Striking In cybersecurity, the fastest answer is not always the safest one....

2+ week, 2+ day ago   (722+ words) Postgraduate students studying wireless networking can now experiment with real protocol implementations without modifying an operating-system kernel, according to research describing a low-cost laboratory built around Raspberry Pi computers and Python software. The framework targets three technically demanding areas: Wireless…...