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Enhancing IoMT Network Threat Detection with Data Balancing for Multi-Class Attack Classification on CICIoMT2024 Dataset

Taghreed Alkhodaidi Wadee Alhalabi Miada Almasre

Computers, Materials & Continua2026，Vol.88Issue(8)：P.2072-2111,40.

Computers, Materials & Continua2026，Vol.88Issue(8)：P.2072-2111,40.DOI:10.32604/cmc.2026.081665

Enhancing IoMT Network Threat Detection with Data Balancing for Multi-Class Attack Classification on CICIoMT2024 Dataset

Taghreed Alkhodaidi ¹Wadee Alhalabi ¹Miada Almasre²

作者信息

1. Department of Computer Science,Faculty of Computing and Information Technology,King Abdulaziz University,Jeddah,Saudi Arabia
2. Information Technology Department,Faculty of Computing and Information Technology,King Abdulaziz University,Jeddah,Saudi Arabia
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摘要

关键词

IoMT/SMOTE/data balancing/cybersecurity/machine learning/ADASYN/sample weighting/IDS

分类

信息技术与安全科学

引用本文复制引用

Taghreed Alkhodaidi,Wadee Alhalabi,Miada Almasre..Enhancing IoMT Network Threat Detection with Data Balancing for Multi-Class Attack Classification on CICIoMT2024 Dataset[J].Computers, Materials & Continua,2026,88(8):P.2072-2111,40.

基金项目

funded by the KAUEndowment(WAQF)at King AbdulazizUniversity,Jeddah,Saudi Arabia （WAQF）

WAQF and the Deanship of Scientific Research(DSR)for their financial support （DSR）

funded by number[RG-6-611-43]. （）

Computers, Materials & Continua

ISSN：1546-2218

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