Skip to main content

Research Repository

Advanced Search

All Outputs (10433)

A lightweight integrity-driven federated learning approach to mitigate poisoning attacks in IoT
Presentation / Conference Contribution

Despite its distributed nature and being privacy-preserving by nature, Federated Learning (FL) is vulnerable to poisoning attacks in which malicious actors can inject fake model parameters or false data to compromise the learning process. This articl... Read More about A lightweight integrity-driven federated learning approach to mitigate poisoning attacks in IoT.

FLASH proton therapy
Presentation / Conference Contribution

Conference teaching session: The FLASH effect is a normal tissue sparing induced by ultra-high dose rate irradiation. This effect has the potential to create a step change in the therapeutic ratio, however the exact parameters which induce normal tis... Read More about FLASH proton therapy.

Examining the occupational stress experienced by ambulance staff: A mixed methods stress audit
Presentation / Conference Contribution

Background and Aim(s): Ambulance staff have the highest sickness rates, intention to leave and burnout in the NHS, with work-stress and anxiety recognised as key causes. There are many known work stressors (e.g., excessive workload, operational deman... Read More about Examining the occupational stress experienced by ambulance staff: A mixed methods stress audit.