Self-learning model fusion for network anomaly detection: A hybrid CNN-LSTM-transformer framework

• Jun Wang ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Conceptualization, Data curation, Formal analysis

  Affiliations College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning, China, Key Laboratory of Intelligent Technology of Chemical Process Industry in Liaoning Province, Shenyang, China

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• Ning Huang ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning, China, Key Laboratory of Intelligent Technology of Chemical Process Industry in Liaoning Province, Shenyang, China

  https://orcid.org/0009-0008-4901-109X

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• Houzhong Zhang ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Validation

  Affiliations College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning, China, Key Laboratory of Intelligent Technology of Chemical Process Industry in Liaoning Province, Shenyang, China

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• Luyun Liu ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Resources

  Affiliations College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning, China, Key Laboratory of Intelligent Technology of Chemical Process Industry in Liaoning Province, Shenyang, China

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• Qiang Fu ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Methodology, Project administration, Resources

  Affiliations College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning, China, Key Laboratory of Intelligent Technology of Chemical Process Industry in Liaoning Province, Shenyang, China

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• Kerang Cao ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Software

  Affiliations College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning, China, Key Laboratory of Intelligent Technology of Chemical Process Industry in Liaoning Province, Shenyang, China

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• Xiwang Guo ,

  Contributed equally to this work with: Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo

  Roles Project administration

  Affiliation Information and Control Engineering Liaoning Petrochemical University, Fushun, China

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• Hoekyung Jung

  Roles Conceptualization, Funding acquisition

  * E-mail: hkjung@pcu.ac.kr

  Affiliation Computer Engineering Department, Paichai University, Daejeon, South Korea

  https://orcid.org/0000-0002-7607-1126

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