3 papers
cs.LG2025
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…
cs.CR2025
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…
cs.CR2024
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…