Federated learning enables healthcare institutions to train shared models without pooling patient records, but it does not by itself authenticate participants, verify that model updates arrive unaltered, or provide an auditable record of contributions. Permissioned blockchains are often proposed to address these gaps,...
O. Ojerinde, Jimoh Yusuf, D. Saba et al.· Journal of Future Artificial...· 1 citation
Accurate predictions are essential for investment planning and risk assessment in real estate markets. Machine learning techniques have increasingly been adopted to improve the accuracy of housing price prediction. However, numerous studies have reported the absence of comprehensive predictor sets, ineffective feature...
Josiah Afang Kalat, J. Alhassan, O. Ojerinde· Journal of Science Innovatio...· 0 citations
Graph Neural Networks (GNNs) have emerged as an effective approach for blockchain fraud detection because they can model complex relationships among transactions and participating entities. However, existing GNN-based approaches remain limited by vulnerability to adversarial manipulation, limited explainability, contin...
O. Ojerinde, Ramatu Abubakar, Ajagun Abimbola Susan et al.· International Journal of Dat...· 0 citations
The increasing prevalence of kidnappings and armed banditry has intensified the need to disrupt the logistical networks that sustain criminal operations. These criminal networks pose significant threats to national security, socio-economic stability, and public safety. Blockchain technology and decentralised threat int...
O. Ojerinde, J. Ojeniyi, A. Uduimoh et al.· Advances in Multidisciplinar...· 0 citations
A hybrid deep learning framework for multi-speaker separation and speech enhancement by integrating Gated Convolutional Neural Networks (GCNNs) for speech source separation with Long Short-Term Memory (LSTM) networks for temporal speech enhancement is proposed.
O. Ojerinde, R. Mudasiru, Ramatu Abubakar et al.· Nature Journal of Emerging S...· 0 citations
Blockchain technology has revolutionized digital financial systems through decentralized, transparent, and secure transactions. However, the increasing sophistication of blockchain systems has coincided with the emergence of complex illicit activities, including ransomware transactions, Ponzi schemes, phishing, and mon...
O. Ojerinde, Ramatu Abubakar, B. Alenoghena et al.· Journal of Future Artificial...· 0 citations
Comparative analysis shows that the developed PSNN-FS, despite its simplicity, achieves strong performance competitive with more complex architectures on the CM1 dataset.
Barka Piyinkir Ndahi, O. Abisoye, O. Ojerinde et al.· Bulletin of the National Res...· 0 citations
In Nigeria's oil and gas industry, the problems of inconsistent reporting, lack of inter-agency collaboration, and untrustworthy state institutions continue to persist. This paper analyses the effects of blockchain technology on strengthening the processes of reporting and auditing petroleum production, given the curre...
O. Ojerinde, J. Mamman· International Journal of Bus...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
