Recent trends in electroencephalography based biometric systems

Abstract:

In recent years, EEG based biometric systems have received great interest from researchers. With ever increasing cases of various types of spoof attacks, and due to vulnerabilities present in the existing systems different biometric modalities have been explored and EEG is one of them. EEG based biometric systems are resilient against cases of forgery and theft as these systems do not work under stress and coerced conditions of users. Due to these favorable characteristics, EEG has been studied as a potential “biomarker” for behavioral analysis of a user. Despite all these favorable features, EEG systems face challenges in the development of on-the-go biometric systems which are needed to be resolved. This paper aims to present recent trends of EEG based biometric systems and discusses major issues faced in the development of these systems.

Publication: Recent Trends in Communication and Electronics

Publisher: Taylor and Francis Group

Authors: Tanveer Khan, S Jabin

Keywords: EEG, Biometric system, EEG system,

Meet one of the Author:

Tanveer Ahmed Khan is presently serving as a research scholar at Jamia Millia Islamia University in New Delhi. He possesses a master’s degree in Computer Science. His research interests encompass various captivating domains including Pattern Recognition, Signal Processing, Artificial Intelligence, Machine Learning, and Deep Learning. His main focus pertains to formulating and constructing ETL pipelines, as well as facilitating data science applications for different organisations.

Affiliations:

Department of Computer Science, Jamia Millia Islamia, Central University, New Delhi, India – The Department of Computer Science is one of the six departments that make up the Faculty of Natural Sciences of Jamia Millia Islamia. It was established in the year 1999 with the objective of producing IT professionals of international standard. The Department offers MCA (2 years), PGDCA(1 Year) and M.Sc. (Bioinformatics)(2 years) courses through a well-designed industry-oriented curriculum.

Maharishi Dayanand Saraswati University, Ajmer, India – Maharishi Dayanand Saraswati University, Ajmer is a higher education company based out of Pushkar ByPass, Ajmer, Rajasthan, India.