Conference Proceedings

Proceedings of the 3rd International Conference on Computing and Advances in Information Technology (ICCAIT 2025)

Department of Computer Science, Ahmadu Bello University, Zaria, Nigeria, November 18 – 20, 2025

Edited by
A. Abdulrahim
M. A. Umar
Y. A. Sahabi

Preliminary Pages

 

PAPER
An Improved Heterogeneous Gateway-Based Energy-Aware Multihop Routing Protocol for Wireless Sensor Networks

Safiyanu Muhammad Babale, Abdoulie Momudou Sunkary Tekanye, Habib Bello, Masud Ibrahim, Sulaiman Hassan, Yusuf Ismaila Pindiga
Graph Sampling-based Cost-Sensitive for Imbalance Classification

Abubakar Isah, Ibrahim Aliyu, Jinsul Kim
Deep Learning for EEG-Based Driver Fatigue Detection: A Systematic Review of Methods, Performance, and Future Directions

Hassan Muhammad Yusuf, Shamsuddeen Ahmad Maidamma, Muhammad Nuruddeen Idris, Saidu Abdulaziz, Yahaya Muhammad Rajiu, Nafisat Umar
A Survey on Automatic Generation of Metaheuristic Algorithms Using Large Language Models

Ibrahim Hayatu Hassan, Fatsuma Jauro, Sada Wasilah, Amina Abubakar Hassan, Aliyu Muhammad Kufena, Safinat O. Zakari, Aminu Ominisi Abdulsalami, Mohammed Abdullahi
Genetic Algorithm Based S-Box Optimization for AES

Ahmed Haruna Dokoro, Raji Abdullahi Egigogo, Hassan Ibrahim, Bilyaminu Musa Gadam
Leveraging on the Mining of Locally Generated Huge Databases for AI Driven Healthcare in Emerging Economies

Michael Sunny Osigbemeh, Alpheus Ahaku, John Ogbemhe
Are They Ready? Assessing Requirements Engineering Readiness of Final-Year Computer Science Students in the AI Era

Muhammad Aminu Umar, Muhammad Shaheed Abdullahi, Mustapha Nasir
PhishShield: A Deep Learning Model for Improved Detection of URL-Based Phishing Attacks

Oyebode Ebenezer Olukunle, Ojo Olayiwola Stephen
Predicting and Recommending Beer Ratings: A Categorical Data Driven Approach Using Machine Learning

Hakeem Siyanbola
A Study on Blockchain-Driven IoT Payment Systems

Maimunatu Ya’u Ibrahim, Kabiru Ibrahim Musa, Aminu Ahmad, Muhammad Tella
Applying Artificial Intelligence in Sierra Leone’s Higher Education System: Advantages, Novelties, and Emerging Issues

Ibrahim Musa Conteh
Evaluating the Effectiveness of ARIMA and LSTM Models in Predicting USD/NGN Trends

Ma’aruf Mohammed Lawal, Abdulrashid Abdulrauf, Raymond Dangdat Delmut, Loreta Katok Tohomdet
Exploring Patient Attitude on Adoption of Artificial Intelligence in Diabetes Care

Usman Abdullahi, Abubakar Sadiq Bunu
Explainable artificial intelligence-based machine learning model for stroke prediction

Usman Suleh, Sahalu B. Junaidu, Aliyu Salisu
Towards the Evaluation of the Monte Carlo Tree Search Algorithm in the Traditional Board Game of Shiva Dara

Amira Aminu Abdulkadir, Kabir Umar, Aliyu Isah Agaie
Evaluating Vision-Language Models as a Zero-Shot Learning Alternative to You Only Look Once and Optical Character Recognition for Nigerian License Plate Recognition

Ismail Ismail Tijjani, Ahmad Abubakar Mustapaha, Sunusi Ibrahim Muhammad, Muhammad Bashir Aliyu
Enhancing Pumpkin Seed Classification Using Deep Multilayer Perceptron with Early Stopping

Muhammad Lawal Tijjani, Abdullahi Mohamed, Mustapha A. Bagiwa, Umar Mohammed Aminu
Leveraging Data Triangulation Technique for the Development of Unwritten Language Parallel Corpora for Natural Language Processing Applications

M. A. Tijani, A. H. Abubakar, A. F. Donfack Kana
Heart Disease Prediction Using ML and Explanable AI (SHAP)

Aminu Amina Umar, Mohammed Tanko Yahaya, Abdulrazaq Abdulrahim, Salamatu Umar Ardo
A Novel Nearest Neighbour Symbiotic Organism Search Algorithm with 80/20 Pareto Rule

Safinat Ozohu Zakari, Aminu Ominisi Abdulsalami, Sada Wasilah Muhammad, Amina Abubakar Hassan, Fatsuma Jauro
A Multi-clustering Approach to Analysing Cyber Hygiene Behaviour: GMM, K-Means, and DBSCAN

Kauthar Sani Ahmed, Armaya’u Zango Umar, Barira Hamisu
The Impact of Mobile Operating Systems and AI on Learning among Allied Health Sciences Students

N. F. Miri, H. B. Amoo
Recent Developments in Intelligent Intrusion Detection Systems: A Survey

Usman Adedayo Adeniyi, Fatimah Adam-Fika, Alimi Maruf Olasunkanmi, Samson Adeyinka, Abdulraman Alabelewe Tunde, Muhammad Auwal Bello
A Critical Review of Payment Card Data Security Standard Implementation in Nigeria

Ali Thomas Gaga, Musa Yusuf, Ann Hassan Brijik, Onu Egena
Towards a Sustainable Agriculture: A Mobile-Based Expert System for Rice Disease Diagnosis in Nigeria

Esther Omowumi Ladan, Ishaq Oyebisi Oyefolahan, Joseph Igwe Sunday
Fraudulent Image and Video Detection System Using Deep Learning

Olubukun Samuel Aanuoluwa, Maikori Jenom Ezekiel, Musa Yusuf, Adamu Sulaiman Usman, Oluwasegun Ishaya Adelaiye
Advancing Predictive Accuracy in Real Estate Pricing and Recommendations Based on Machine Learning and Deep Learning Models: A Case Study of the Nigerian Real Estate Market

Hakeem Siyanbola
Campus Car Theft Prevention Technologies: A Comprehensive Review of Automated License Plate Recognition and Rider Identification Systems

Hadiza Isa Abdullahi, Mohammed Tanko Yahaya, Nkechi Gloria Ajaegbo, Abdulrazaq Abdulrahim
Real Time Detection of Man-in-the-Middle Attacks on Message Queing Telemetary Transport Based Networks Using Machine Learning

Mubarak Haruna Bako, M. I. Bello, S. M. Gana, N. M Shehu
Convolutional Neural Network-Gated Recurrent Units with SelectKBest Model for Detecting Distributed Denial of Service Threats in Smart Farming System

Lateef Caleb Umoru, Joseph Adebayo Ojeniyi, John Kolo Alhassan, Solomon A. Adepoju, Bello L. Yunusa
Lightweight Phishing Detection Using Natural Language Processing on Email Metadata

Celinus Kiyea, Inemesit Isaiah Alunyo, Abraham Danlami
Classification and Severity Estimation of Potato Leaf Disease Based on Enhanced RESNET50 with Noisy Student Weight

Yazeed Abdullahi Masha, Yusuf Sahabi Ali, Mohammed Abdullahi, Babatunde Sunday, Abbas Abubakar, Alice Sikemi Matemilola
Sesame Plant Segmentation Dataset: A YOLO Formatted Annotated Dataset

Sunusi Ibrahim Muhammad, Ismail Ismail Tijjani, Saadatu Yusuf Jumare, Fatima Isah Jibrin
Enhanced SVM with Hybrid Monkey Search Optimization for Improved Model Performance

Muhammad Yakubu Yakubu, Yusuf Sahabi Ali, Mohammed Abdullahi, Ahmed Aminu Sambo, Sani Ahmad Hassan
A Survey on Model Extraction Attacks Against Graph Neural Networks (GNNs)

Ahmed Aminu Sambo, Mohammad Lawal, Sani Ahmad Hassan, Abubakar Isa
A Deep Learning-Based Model for Detecting Underage Voters in the Nigerian Voter Database

Joseph Nda Ndabula, Mukhtar Umar Shitu, Aminu Bashir Suleiman, Emmy Danny Ajik, Stephen Luka
AI for workforce transformation in the academia: A review of literature

Edidiong Essienita Nkang
Robust Maintainability Prediction of a Feature Model with Three Core Features and Confident Learning

Mustapha Shu’aibu, Armaya’u Zango Umar, Jaejoon Lee
The Impact of Digital Transformation on Patient Care and Health Service Delivery in Nigerian Hospitals

Ali Thomas Gaga, Dauda Audi Dangiwa, Musa Yusuf, Ann Hassan Brijik, Onu Egena, Ibrahim Lawal
Improved Hybrid Approach Combining Differential Privacy and Byzantine Fault Tolerance for Addressing Poisoning Attacks in Federated Learning

Yakubu Galadima Ibrahim, Armaya’u Zango Umar, Umar Abdulmalik
Enhanced Autoencoder with Whale Optimization Algorithm for the Detection of Distributed Denial of Service Attacks using Xgboost Based Model

Rukayya Umar, Olawale Surajudeen Adebayo, Morufu Olalere, Joseph Adebayo Ojeniyi, Ismaila Idris
Enhancing Pneumonia Screening in Low-Resource Settings with MobileNetV2-Based Deep Transfer Learning

Umar Iliyasu, Rosemary M. Dima, Emmy D. Ajik
Artificial Intelligence Adoption in Library and Information Science Research: Opportunity or Extinction

ABBA Hamza, MOHAMMED Rukkayya Yunusa, Abdullahi HUSSAINI
An Improved Ant Colony Optimization with Levy Flight and Gaussian Mutation for Global Optimization

Ibrahim Musa Conteh, Aminu Onimisi Abdulsalami
IoT-Based Crop Yield Prediction Using Machine Learning and Sensor Data in the Semi-Arid Region

O. M. Olanrewaju, E. A. Jiya, F. O. Echobu, A. AliBala, E. D. Ajik, H. U. Baba, J. N. Ndabula, S. Luka
Federated Artificial Intelligence Framework for Inclusive and Sustainable Economic Growth in Emerging Economies

Christian Nwaekpe, Ayodeji Fasoro, Babalola Amosa
Towards Grammar-Based Evaluation of SQL Injection Attributes

Aminu Tukur, Kabir Umar, Aliyu Isah Agaie
Perception and Utilization of Artificial Intelligence among Public Relations Practitioners in Nigeria

Sunday Uche Aja
A Patient Similarity Graph Neural Network for Cardiovascular Disease Prediction

Dahiru Sulaiman Rashid, Mohammad Hafiz Danmanu, Mudathir Muhammad Salahudeen, Sulaiman Muhammad Rashid