Dr. Zainab Khyioon: Assistant Professor Dr. of Computer Science at the College of Basic Education, University of Mustansiriyah, Baghdad, Iraq. She received her B.Sc. in Computer Science from Al-Mustansiriyah University (Iraq, 2006), her M.Sc. in Computer Science from the Iraqi Commission for Computer and Informatics, Institute for Postgraduate Studies (Baghdad, 2013), and her Ph.D. in Computer Science from the University of Information Technology and Communications, Institute of Informatics for Postgraduate Studies (Iraq, 2024). She has been working at the university since 2007 and has many published papers in the field of Computer Science. Her research interests include Computer Networks, Network Security, Image Processing, Cybersecurity, Artificial Intelligence, and Intelligent Systems Analysis.