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A Dual-Attention CNN-BiLSTM Model for Network Intrusion Detection

Zheng Zhang Jie Hao Liquan Chen Tianhao Hou Yanan Liu

Computers, Materials & Continua2026，Vol.86Issue(1)：P.1119-1140,22.

Computers, Materials & Continua2026，Vol.86Issue(1)：P.1119-1140,22.DOI:10.32604/cmc.2025.068372

A Dual-Attention CNN-BiLSTM Model for Network Intrusion Detection

Zheng Zhang ¹Jie Hao ²Liquan Chen ³Tianhao Hou ²Yanan Liu²

作者信息

1. School of Cyber Science and Engineering,Southeast University,Nanjing,211199,China School of Network Security,Jinling Institute of Technology,Nanjing,211169,China
2. School of Network Security,Jinling Institute of Technology,Nanjing,211169,China
3. School of Cyber Science and Engineering,Southeast University,Nanjing,211199,China
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摘要

关键词

Network intrusion detection/class imbalance problem/deep learning

分类

信息技术与安全科学

引用本文复制引用

Zheng Zhang,Jie Hao,Liquan Chen,Tianhao Hou,Yanan Liu..A Dual-Attention CNN-BiLSTM Model for Network Intrusion Detection[J].Computers, Materials & Continua,2026,86(1):P.1119-1140,22.

基金项目

supported by the High-Level Talent Foundation of Jinling Institute of Technology(grant number.JIT-B-202413). （grant number.JIT-B-202413）

Computers, Materials & Continua

ISSN：1546-2218

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