Dr. Mohammed Ahmad Jamoos, Director of the General Services and Facilities Department at Al-Quds University and a Palestinian researcher, has successfully defended his PhD thesis in Computer Science and Telecommunications at the University of Granada, Spain. His dissertation, presented within the Doctoral School of Sciences, Technologies, and Engineering, is titled: “Intelligent-Based Network Intrusion Detection System Using Deep Learning Methods and Bioinspired Metaheuristics.”
The proposed model combines deep learning techniques with nature-inspired intelligent optimization algorithms to deliver more effective and responsive solutions to modern cybersecurity threats. Dr. Jamoos earned the distinction of “Sobresaliente” (Outstanding), the highest academic grade awarded in Spanish universities.
Leveraging his expertise in artificial intelligence and machine learning, he developed an advanced Intrusion Detection System (IDS) model designed to improve detection accuracy and overall system performance, particularly in addressing the complexity and diversity of cyberattacks.
Dr. Jamoos stated:
“I dedicate this achievement to my homeland, Palestine, and to everyone who supported me along my scientific journey. I am proud of my affiliation with Al-Quds University, where I work, as it is a leading Palestinian institution that provides an inspiring academic environment and keeps pace with global advances in education and research. I hope this work serves as another milestone in the path of Palestinian excellence in the digital age.”
The research is notable for its real-world implementation within an operational Internet Service Provider (ISP) in Spain. The system was tested under realistic scenarios, demonstrating its ability to accurately detect attacks and achieve competitive performance compared to conventional systems, highlighting its potential applicability in organizations and data centers.