NeuroShield: A Device-Agnostic Foundation Model for EEG Authentication

Matin Fallahi, Patricia Arias-Cabarcos, Thorsten Strufe

A central challenge in EEG authentication is that models are typically tied to the acquisition settings in which they are trained. In particular, variations in headset hardware, ch…