Open Access

ARTICLE

A Low Complexity ML-Based Methods for Malware Classification

Mahmoud E. Farfoura^1,*, Ahmad Alkhatib¹, Deema Mohammed Alsekait^2,*, Mohammad Alshinwan^3,7, Sahar A. El-Rahman⁴, Didi Rosiyadi⁵, Diaa Salama AbdElminaam^6,7

1 Cybersecurity Department, Al-Zaytoonah University of Jordan, Amman, 11733, Jordan
2 Department of Computer Science and Information Technology, Applied College, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia
3 Faculty of Information Technology, Applied Science Private University, Amman, 11931, Jordan
4 Computer Systems Program-Electrical Engineering Department, Faculty of Engineering-Shoubra, Benha University, Cairo, 11629, Egypt
5 Research Center for Artificial Intelligence and Cybersecurity, Electronics and Informatics Organization, National Research and Innovation Agency (BRIN), KST Samaun Samadikun, Bandung, 40135, Republic of Indonesia
6 Jadara Research Center, Jadara University, Irbid, 21110, Jordan
7 MEU Research Unit, Middle East University, Amman, 11831, Jordan

* Corresponding Authors: Mahmoud E. Farfoura. Email: ; Deema Mohammed Alsekait. Email: