Basma M. ALmezgagi graduated from Faculty of Computers and Information, Cairo University, Egypt, in 2010 , Information Technology Department. She has been a Teacher Assistant at Taiz University, Faculty of Engineering And Information Technology, Yemen. She is currently pursing her M.Sc. degree in Information Technology. Her current areas of interest are pattern recognition, image processing, neural networks, biometric authentication.