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V. Murthy

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Open access Aug 2026

HADS-Net: A Hybrid Attention-Based Deep Security Network for Network Intrusion Detection

The principal contribution of this work is architectural and diagnostic rather than a performance improvement: it documents that combining feature-wise attention with out-of-fold stacked generalization does not, in this setting, outperform a plain multi-layer perceptron, while incurring the highest memory footprint of...

Mahima Khanna, V. Murthy, Siva Ramavarapu et al. · 0 citations

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