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A hybrid BiLSTM-CNN approach for intrusion detection for IoT applications

Abstract Intrusions in computer networks have increased significantly in recent times and network security mechanisms are not being developed at the same pace as intrusion attacks are evolving. Therefore, a need has arisen to improve intrusion detection systems (IDS) to make networks secure. This re...

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Autori principali: Sapna Sadhwani, Mohammed Abdul Hafeez Khan, Raja Muthalagu, Pranav Mothabhau Pawar, K. Suresh
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2025-12-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-025-29079-y
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