Education
PhD, Electrical and Computer Engineering
MS, Electrical and Computer Engineering
BS, Computer Engineering
Research Interests
- Cybersecurity
- Information security
- Threat analysis
- In vivo communication
- Wireless communication
Selected Publications
- (2023) Uni-temporal Sentinel-2 imagery for wildfire detection using deep learning semantic segmentation models, Geomatics, Natural Hazards and Risk, 14:1,
- H. H. Al-Khshali and M. Ilyas, "Impact of portable executable header features on malware detection accuracy," Computers, Materials & Continua, vol. 74, no.1, pp. 153–178, 2023.
- Salam Alyassri, Muhammad Ilyas, Ali Marhoon, Oguz Bayat, Novel partial overlapped gaussian pulse multi-access system aided by data analysis, Computers and Electrical Engineering, Volume 101, 2022, 108007, ISSN 0045-7906,
- Alsanad, H.R., Sadik, A.Z., Ucan, O.N. Ucan., M. Ilyas. And O. Bayat., YOLO-V3 based real-time drone detection algorithm. Multimed Tools Appl (2022).
- H. R. Alsanad, O. N. Ucan, M. Ilyas, A. U. R. Khan and O. Bayat, "Real-Time Fuel Truck Detection Algorithm Based on Deep Convolutional Neural Network," in IEEE Access, vol. 8, pp. 118808-118817, 2020,
- Alabbas, AR, Hassnawi, LA, Ilyas, M, Pervaiz, H, Abbasi, QH, Bayat, O. Performance enhancement of safety message communication via designing dynamic power control mechanisms in vehicular ad hoc networks. Computational Intelligence. 2020; 1– 23.
- Ilyas, M, Ucan, ON, Bayat, O, et al. Evaluation of ultra‐wideband in vivo radio channel and its effects on system performance. Trans Emerging Tel Tech. 2019; 30: e3530.
- M. Ilyas, O. N. Ucan, O. Bayat, X. Yang and Q. H. Abbasi, "Mathematical Modeling of Ultra-Wideband in Vivo Radio Channel," in IEEE Access, vol. 6, pp. 20848-20854, 2018,
Teaching Courses
- Computer Networks
- Cybersecurity Law and Policy
- Mobile Applications and Security
- Discrete Structures
- Cryptography and Computer Network Security
- Intrusion Analysis and Incident Management
- Secure Systems Architectures and Mechanisms
Memberships
IEEE Senior Member
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all.
This person’s work contributes towards the following SDG(s):
