Browsing by Author "Ataro, Edwin"

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Intrusion Detection with Deep Learning Classifiers: A Synergistic Approach of Probabilistic Clustering and Human Expertise to Reduce False Alarms

Githinji, Stanley; Ataro, Edwin; Maiga, Abdoul-Aziz (IEEE, 2024-01)

Intrusion detection systems (IDS) have seen an increasing number of proposals by researchers utilizing deep learning (DL) to safeguard critical networks. However, they often suffer from high false alarm rates, posing a ...
Secured Federated Learning for DDoS Detection in Heterogenous Telecom Cloud Networks using Recurrent Neural Networks

Githinji, Stanley; Ataro, Edwin; Maiga, Abdoul-Aziz (International Journal of Electrical and Electronics Engineering, 2023)

The recent evolution of cloud computing has enabled the cloudification of Telecommunication (Telecom) network functions. The cloud-based Telecom infrastructure is more scalable, flexible, and cost-efficient for service ...

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