3 citations · 4 across the 7 of their papers we have counts for
7 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…
FacialMotionID: Identifying Users of Mixed Reality Headsets using Abstract Facial Motion Representations
Adriano Castro, Simon Hanisch, Matin Fallahi +1
Facial motion capture in mixed reality headsets enables real-time avatar animation, allowing users to convey non-verbal cues during virtual interactions. However, as facial motion…
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…
Advancing Brainwave-Based Biometrics: A Large-Scale, Multi-Session Evaluation
Matin Fallahi, Patricia Arias-Cabarcos, Thorsten Strufe
The field of brainwave-based biometrics has gained attention for its potential to revolutionize user authentication through hands-free interaction, resistance to shoulder surfing,…
Beyond Gaze Points: Augmenting Eye Movement with Brainwave Data for Multimodal User Authentication in Extended Reality
Matin Fallahi, Patricia Arias-Cabarcos, Thorsten Strufe
Extended Reality (XR) technologies are becoming integral to daily life. However, password-based authentication in XR disrupts immersion due to poor usability, as entering credentia…
On the Usability of Next-Generation Authentication: A Study on Eye Movement and Brainwave-based Mechanisms
Matin Fallahi, Patricia Arias Cabarcos, Thorsten Strufe
Passwords remain a widely-used authentication mechanism, despite their well-known security and usability limitations. To improve on this situation, next-generation authentication m…
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…