5 papers
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…
A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era
Rouqaiah Al-Refai, Pankaja Priya Ramasamy, Ragini Ramesh +2
The rapid advancement of authentication systems and their increasing reliance on biometrics for faster and more accurate user verification experience, highlight the critical need f…
The (Un)suitability of Passwords and Password Managers in Virtual Reality
Emiram Kablo, Yorick Last, Patricia Arias Cabarcos +1
As Virtual Reality (VR) expands into fields like healthcare and education, ensuring secure and user-friendly authentication becomes essential. Traditional password entry methods in…
On the Reliability of Biometric Datasets: How Much Test Data Ensures Reliability?
Matin Fallahi, Ragini Ramesh, Pankaja Priya Ramasamy +3
Biometric authentication is increasingly popular for its convenience and accuracy. However, while recent advancements focus on reducing errors and expanding modalities, the reliabi…
NeuroIDBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-based Authentication Research
Avinash Kumar Chaurasia, Matin Fallahi, Thorsten Strufe +2
Biometric systems based on brain activity have been proposed as an alternative to passwords or to complement current authentication techniques. By leveraging the unique brainwave p…