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Author

Oraye Godspower

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Open access Sep 2026

Beyond Black Boxes: Permutation Feature Importance for Explainable Intrusion Detection and Model Optimization

Deep learning models for network intrusion detection have demonstrated remarkable accuracy, yet their black-box nature limits trust and adoption in security-critical environments. This paper addresses the interpretability gap by applying permutation feature importance analysis to identify the most influential featur...

Oraye Godspower · 0 citations
Review Open access Aug 2026

From Cray to Exascale: A Critical Survey of Supercomputer Architecture Evolution, Heterogeneity, and Interconnect Bottlenecks

The evolution of supercomputer architecture has undergone several transformative phases since the 1960s, yet existing surveys have not adequately captured the engineering trade-offs that defined each generation. This paper presents a critical survey of supercomputer architecture from early vector machines to contemp...

Oraye Godspower · 0 citations

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