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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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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Sapna Sadhwani, Mohammed Abdul Hafeez Khan, Raja Muthalagu, Pranav Mothabhau Pawar, K. Suresh
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2025-12-01
Rangatū:Scientific Reports
Ngā marau:
Urunga tuihono:https://doi.org/10.1038/s41598-025-29079-y
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