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Author

Theophilus Bamise Ajala

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Open access 2026

Intrusion Detection System using NSL-KDD Dataset and Decision Tree Machine Learning Algorithm

The outcome of the research proves that all these measures of accuracy show that the decision tree model is precise, reliable and suitable for practical implementation in analysis of firewall logs in order to detect the existing vulnerabilities for system engineers.

Victor Somadina Nd-Asogu, J. O. Fatokun, Chukwudi Anthony Udemba et al. · 0 citations
Review Open access 2026

Cryptography Practices in Healthcare System: A Review

This paper provides a detailed discussion on how cryptography techniques have been essential in changing the healthcare sector. Because of the emergence of various healthcare applications and the increase in the amount of data in the healthcare sector, there is a need for ensuring that the data are protected. In this p...

Theophilus Bamise Ajala, Adeniyi Akanni, Olajide Adegunwa et al. · 0 citations
Open access 2026

A Comparative Analysis of Machine Learning Algorithms for the Early Prediction of Diabetes with an Evaluation of Class-Imbalance Handling

The study comes to the conclusion that headline accuracy is an unreliable guide in imbalanced medical prediction, that imbalance handling can change a model's practical usefulness, and that this benefit is strongly algorithm-dependent, meaning that the decision to resample should be based on the algorithm and the scree...

Ayorinde P. Oduroye, Temilade Opanuga, Esther Tosin Akanbi et al. · 0 citations

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