Target Tracking Area Selection and Handover Security in Cellular Networks: A Machine Learning Approach
VO Nyangaresi - Proceedings of Third International Conference on …, 2023 - Springer
Abstract The 3rd Generation Partnership Project (3GPP) has specified the 5G Authentication
and Key Agreement (5G AKA) protocol for handover authentication. However, this protocol is …
and Key Agreement (5G AKA) protocol for handover authentication. However, this protocol is …
Efficient feature selection and ML algorithm for accurate diagnostics
VO Nyangaresi, NKT El-Omari… - Journal of Computer …, 2022 - journals.bilpubgroup.com
Abstract Machine learning algorithms have been deployed in numerous optimization,
prediction and classification problems. This has endeared them for application in fields such …
prediction and classification problems. This has endeared them for application in fields such …
Authentication and key agreement protocol for secure traffic signaling in 5G networks
VO Nyangaresi, ZA Abduljabbar… - 2021 IEEE 2nd …, 2021 - ieeexplore.ieee.org
Security and privacy issues in 5G networks center around traceability, de-synchronization,
impersonation, man-in-the-middle, linkability, message replays among others. Although 5G …
impersonation, man-in-the-middle, linkability, message replays among others. Although 5G …
Optimized hysteresis region authenticated handover for 5G HetNets
The fifth generation (5G) networks have been deployed in some countries to offer high data
rate connectivity, ultra-low latencies and increased capacities. However, security, efficiency …
rate connectivity, ultra-low latencies and increased capacities. However, security, efficiency …
[PDF][PDF] Machine learning algorithms for breast cancer diagnosis: challenges, prospects and future research directions
RN Arika, A Mindila… - Journal of Oncology …, 2023 - journals.bilpubgroup.com
Early diagnosis of breast cancer does not only increase the chances of survival but also
control the diffusion of cancerous cells in the body. Previously, researchers have developed …
control the diffusion of cancerous cells in the body. Previously, researchers have developed …
Machine learning and pre-exposure prophylaxis: A survey
JN Nyakanga - GSC Biological and Pharmaceutical Sciences, 2023 - gsconlinepress.com
The goal of this paper was to study how machine learning techniques have been applied in
PrEP (Pre-exposure prophylaxis) and HIV prediction to identify individuals who are at a …
PrEP (Pre-exposure prophylaxis) and HIV prediction to identify individuals who are at a …