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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

A critical survey of supercomputer architecture from early vector machines to contemporary exascale systems, with particular emphasis on three persistent challenges: memory hierarchy design, interconnection network scalability, and thermal management.

Oraye Godspower · 0 citations

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