Author

Aseel M. Mahdi

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Open access Sep 2026

SCDF-CNN-BiGRU: A Spatial-Contextual Dual Feature Fusion Framework for Multi dataset Hierarchical Network Intrusion Detection

Findings indicate that the proposed SCDF-CNN-BiGRU framework gives robust representations and consistent performance across multiple heterogeneous datasets via unified learning and ensemble inference.

Aseel M. Mahdi, H. K. Hoomod · Jurnal Engineering · 0 citations