Privacy-Preserving Classification over Encrypted Data Using Fully Homomorphic Encryption Technique
i-manager's Journal on Digital Signal Processing, 6(2), 2018.
SCHOLARSHIP • RESEARCH • IMPACT
Publications
Scholarly contributions spanning privacy-preserving artificial intelligence, homomorphic encryption, cybersecurity, machine learning, secure computing and emerging digital technologies.
PUBLICATIONS OVERVIEW
Research Through Scholarly Communication
My scholarly work reflects research interests spanning privacy-preserving artificial intelligence, homomorphic encryption, cybersecurity, secure computing, machine learning, healthcare applications and emerging cryptographic technologies.
These publications include peer-reviewed journal articles, conference proceedings and book chapters developed through individual and collaborative research.
DOI, publisher and repository links are provided to facilitate access to the published work.
13
Journal Articles
2
Book Chapters
11
Conference Proceedings
FEATURED PUBLICATIONS
Selected Scholarly Contributions
Machine Learning Models for Heterogeneous Network Security Anomaly Detection
Journal of Computer and Communications, 12(6), 2024.
View Publication →AI-Powered Healthcare: Enhancing Patient Outcomes
In Large Language Models, AI, and Workforce Transformation: Strategies for Resilience and Growth. Productivity Press / Taylor & Francis, 2026.
Book DOI →Fully Homomorphic Encryption: An Antidote to Cloud Security and Privacy Concerns
Proceedings of the 15th International Conference on Electronics, Computer and Computation, Nile University, Abuja, 2019.
PEER-REVIEWED JOURNAL ARTICLES
Journal Publications
Automated Assessment System Using Machine Learning Libraries
Omopariola, V. A., Ogbonna, C. N., Uloko, F., & Abdullahi, M. J. (2023). Open Journal for Information Technology, 6(2), 97–122.
Design and Implementation of a Tailoring Management System (Virlor)
Omopariola, V. A., Abdullahi, M. J., Enihe, R. O., Ogbonna, C. N., Uloko, U., & Chukwudubem, M. (2023). Open Journal for Information Technology, 6(2), 67–96.
Design and Implementation of an Edutainment Games Application for Kindergarten Children
Omopariola, V. A., Abdullahi, M. J., Enihe, R. O., & Ogbonna, C. N. (2023). Open Journal for Information Technology, 6(1), 7–32.
Leveraging Machine Learning in Classifying Fraudulent and Legitimate Transactions in the Banking Sector
Abdullahi, M. J. (2024). Ilorin Journal of Computer Science and Information Technology, 7(1).
Transport Service System Design Using Modified Apriori Algorithm
Otu, A., Achimugu, P., Adeyemi, J., Ugbe, U., Abdullahi, M. J., Oyebanji, M. S., Blamah, V. N., & Usman, S. (2022). FUDMA Journal of Sciences, 6(4), 25–36.
Development of an Electronic Secure Students' Industrial Work Experience Scheme Placement System
Adebayo, S. O., Bashir, S., Abdullahi, M. J., Omale, S. E., & Abdulazeez, L. (2022). International Journal of Information Technology and Computer Science, 2, 31–44.
Privacy-Preserving Classification over Encrypted Data Using Fully Homomorphic Encryption Technique
Abdullahi, M. J., Waziri, V. O., Abdullahi, M. B., & Idris, I. (2018). i-manager's Journal on Digital Signal Processing, 6(2).
Predictive Analytics of the Risk of In-Hospital Mortality of Heart Failure Patients in Intensive Care Units
Umar, G. A., Agbogun, J. B., Omotehinwa, T. O., Abdullahi, M. J., et al. (2024). KASU Journal of Computer Science, 1(2), 280–296.
Comparative Performance Analysis of YOLOv8 Model and Traditional Machine Learning Models for Maize Leaf Disease Detection
Zhetu, D. G., Abubaker, U. G., Ariwa, N. R., Agbogun, J. B., Abdullahi, M. J., et al. (2024). KASU Journal of Computer Science, 1(2), 280–296.
Machine Learning Models for Heterogeneous Network Security Anomaly Detection
Ogah, M. D., Essien, J., Ogharandukun, M., & Abdullahi, M. J. (2024). Journal of Computer and Communications, 12(6).
Optimization of Rice Straw Properties via Torrefaction for Solid Fuel Applications
Ibitoye, S. E., Loha, C., Mahamood, R. M., et al. (2025). BioEnergy Research, 18, 95.
Experimental and Aspen Plus Simulation of Rice Husk Pyrolysis with Integrated Steam Reforming for Hydrogen-Rich Syngas Production
Alam, M., Ibitoye, S. E., Sarkar, I., et al. (2026). Chemistry Africa.
BOOK CHAPTERS
Scholarly Book Contributions
A Hybridized Method for Seamless Data Transmission Mechanism in Wireless Communication Systems
Zakka, A., Abdullahi, M. J., Achimugu, P., Lanihun, O., Abba, A. A., Ajagbe, A., & Tam-Nurseman, G. L. (2026).
In Proceedings of the Tenth International Conference on Microelectronics, Electromagnetics and Telecommunications (ICMEET 2025), Vol. 2, pp. 40–51. Springer Nature.
AI-Powered Healthcare: Enhancing Patient Outcomes
Abdullahi, M. J. & Rodriguez, R. V. (2026).
In H. Aldabbas, L. M. Gernal, H. Kannan, & R. V. Rodriguez (Eds.), Large Language Models, AI, and Workforce Transformation: Strategies for Resilience and Growth. Productivity Press / Taylor & Francis.
CONFERENCE PROCEEDINGS
Conference Publications
Privacy-Preserving Classification over Encrypted Data Using Fully Homomorphic Encryption Technique
Abdullahi, M. J., Waziri, V. O., Abdullahi, M. B., & Idris, I. (2018). Proceedings of ICTA 2018, Federal University of Technology, Minna, Nigeria.
Fully Homomorphic Encryption: An Antidote to Cloud Security and Privacy Concerns
Abdullahi, M. J., Adebayo, O. S., & Izegbu, I. K. (2019). Proceedings of ICECCO 2019, Nile University, Abuja, Nigeria.
Rhotrix-Based Playfair Key Structuring Primitive for a Diffused Ciphering Technique
Abdulkarim, R., Abah, J., & Abdullahi, M. J. (2021). Proceedings of the 1st International Conference on Data Science and Engineering, AFIT, Kaduna, Nigeria.
Online Examination Proctoring for Quality Assurance in the Post-COVID-19 Pandemic New Normal
Abdullahi, M. J., Olawale, S. A., Achimugu, P. O., & Abah, J. (2021). Proceedings of the 1st International Conference on Data Science and Engineering, AFIT, Kaduna, Nigeria.
Fingerprint-Based Identity Verification for the University of Ilorin
Ayeni, J. K., Abdullahi, M. J., Achimugu, O., Kolapo, R. A., & Akinkitan, A. A. (2021). Proceedings of the 1st International Conference on Data Science and Engineering, AFIT, Kaduna, Nigeria.
Two-Layer Secured Graphical Authentication with One-Time Password Verification for Web-Based Applications
Adebayo, O. A., Ganiyu, S. O., Alli, A. A., Salihu, A., Abdullahi, M. J., Abdulateef, L., & Gadzama, E. H. (2023). Proceedings of the 6th Annual International Conference, Kirinyaga University, Kenya.
Cloud Detection in Satellite Imagery Using Deep Convolutional Networks
Okonkwo, N. U., Enihe, R. O., & Abdullahi, M. J. (2023). Proceedings of the 2nd FCAS International Conference on Sustainable Development Goals, Baze University, Abuja, Nigeria.
Blockchain-Based Framework for a Secured Election Results Transmission in Africa
Adebayo, P. O., Lawrence, M. O., & Abdullahi, M. J. (2023). Proceedings of the 7th International Conference of the Professional Statisticians Society of Nigeria, Nasarawa State University, Keffi, Nigeria.
A Modified Gender Classification Approach Using Capsule Network
Idakwo, M. A., Achimugu, O., Abdullahi, M. J., Usman, S. A., Achimugu, P., Oluremi, T. O., & Ayemowa, M. O. (2025). In Hybrid Intelligent Systems (HIS 2023), pp. 186–197. Springer Nature.
Explaining the Applicability of the Stimulus–Organism–Response Framework in UX Processes for Static and Dynamic Contexts
Mkpojiogu, E. C., Okeke-Uzodike, E. O., & Abdullahi, M. J. (2024). Proceedings of IEEE IATMSI 2024.
UX Design and Evaluation: Holism versus Reductionism Approaches— Which is Better?
Mkpojiogu, E. C., Abdullahi, M. J., & Okeke-Uzodike, E. O. (2024). Proceedings of IEEE IATMSI 2024.
COMPLETE SCHOLARLY PROFILE
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