Nadia Amrouni received her M.Sc. degree (2019) in Telecommunication Systems from the University of Science and Technology Houari Boumediene, Algeria. She is pursuing a Ph.D. degree in Telecommunications Systems at the University of M’Hamed Bougara Boumerdes, Algeria. Her current research interests include biometrics, image processing, and machine learning.