Edge AI Case Studies

Securing Federated Learning for Low‑Power Edge AI Systems

The National Edge AI Hub worked closely with the organisation’s technical team to conduct a detailed threat assessment, modelling adversary capabilities and identifying vulnerabilities across hardware, software and deployment scenarios.

SaferCAV – Advancing Safe, Intelligent Vehicle Computing with the National Edge AI Hub and Methodica Technologies

SaferCAV is a three‑year innovation programme led by the National Edge AI Hub in collaboration with Methodica Technologies and Nottingham Trent University’s Future Mobility Innovation Lab.

Graybx-LiDAR and the National Edge AI Hub

Graybx partnered with the National Edge AI Hub, led by Newcastle University, to access research expertise, testing facilities and industry engagement opportunities.