Personal profile
Research and Innovation interests
Cyber Security: Malware Analysis and Detection, Misbehviour Detection, Intrusion Detection, Threat Intelligence, Misbehavior Detection, Anomaly Detection, and Outlier Detection.
Network Security: Security of Cyber-Physical Systems, Vehicular Ad Hoc Networks, Sensor Networks, Mobile Ad Hoc Networks, Body-Area Networks, and the Internet of Things (IoT).
Artificial Intelligence: Knowledge Discovery & Data Mining: Data-Science, Machine learning, Regression, Classification, Clustering, Pattern Recognition, Big Data, and Deep Learning.
Teaching Interests
Ethical Hacking, Penetration Testing, Malware Analysis, Incident Response and Digital Forensics, Applied Cyber Forensics, Computer Security, Network Security, Secure Programming, Secure Software Development, Database Security, Computer Security, Object-Oriented Programming using Java, Information Security.
Knowledge Transfer interests
I firmly believe that research and teaching are interconnected. My active engagement in research enriches my teaching by incorporating cutting-edge insights and methodologies into the curriculum. I am enthusiastic about involving students in research projects, exposing them to emerging trends, and inspiring them to pursue their own scholarly endeavours.
My research journey has been defined by a relentless pursuit of understanding and addressing pressing challenges in the field of cyber and information security. As a researcher, I am committed to advancing knowledge, developing innovative solutions, and contributing to the collective effort to secure digital ecosystems against evolving threats. My research agenda is focused on four core pillars: Reactive Security Counter Measures, Cyber Threat Intelligence, and Malware Analysis, and Secure Software Development.
Business Engagement interests
I am interested in collaborating with industry partners to bridge the gap between academia and real-world security needs, translating research findings into practical solutions that safeguard digital assets.
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Collaborations and top research areas from the last five years
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Adaptive Intrusion Detection System with Ensemble Classifiers for Handling Imbalanced Datasets and Dynamic Network Traffic
Almania, M., Zainal, A., Ghaleb, F. A., Alnawasrah, A. & Al Qerom, M., 10 Jan 2025, In: Journal of Robotics and Control (JRC). 6, 1, p. 114-123 10 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (SciVal) -
AEDGAN: A Semi-Supervised Deep Learning Model for Zero-Day Malware Detection
Saeed, F., Ali, A. M. & Ghaleb, F. A., 31 Mar 2025, In: International Journal of Advanced Computer Science and Applications. 16, 3, p. 759-769 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Hybrid Feature Selection Method for Advanced Persistent Threat Detection
Khalid, A., Zainal, A., A. Ghaleb, F. (Corresponding / Lead Author), Ali Saleh Al-rimy, B. & Ahmed, Y. (Corresponding / Lead Author), 8 Jul 2025, In: Computers, Materials and Continua.Research output: Contribution to journal › Article › peer-review
Open Access -
An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks
Wang, Z., Zainal, A., Siraj, M. M., Ghaleb, F. A., Hao, X. & Han, S., 14 Jan 2025, In: Scientific Reports. 15, 1, 1917.Research output: Contribution to journal › Article › peer-review
Open Access21 Citations (SciVal) -
Early detection of Alzheimer's disease using deep learning methods
Mmadumbu, A. C., Saeed, F., Ghaleb, F. A. & Qasem, S. N., 12 May 2025, In: Alzheimer's & Dementia. 21, 5, p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Open Access