An intrusion detection model to detect zero-day attacks in unseen data using machine learning

• Zhen Dai,

  Roles Conceptualization, Data curation, Investigation, Project administration, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer System and Technology, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia

  https://orcid.org/0000-0001-7912-1275

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• Lip Yee Por ,

  Roles Conceptualization, Data curation, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: ylchen@mail.ntut.edu.tw (YLC); porlip@um.edu.my (LYP); pawel.plawiak@pk.edu.pl (PP); kucs@utar.edu.my (CSK)

  Affiliation Department of Computer System and Technology, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia

  https://orcid.org/0000-0001-5865-1533

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• Yen-Lin Chen ,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  * E-mail: ylchen@mail.ntut.edu.tw (YLC); porlip@um.edu.my (LYP); pawel.plawiak@pk.edu.pl (PP); kucs@utar.edu.my (CSK)

  Affiliation Department of Computer Science and Information Engineering, National Taipei University of Technology, Taipei Taiwan

  https://orcid.org/0000-0001-7717-9393

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• Jing Yang,

  Roles Data curation, Formal analysis, Investigation

  Affiliation Department of Computer System and Technology, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia

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• Chin Soon Ku ,

  Roles Funding acquisition, Validation, Writing – review & editing

  * E-mail: ylchen@mail.ntut.edu.tw (YLC); porlip@um.edu.my (LYP); pawel.plawiak@pk.edu.pl (PP); kucs@utar.edu.my (CSK)

  Affiliation Department of Computer Science, Universiti Tunku Abdul Rahman, Kampar, Malaysia

  https://orcid.org/0000-0003-0793-3308

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• Roohallah Alizadehsani,

  Roles Formal analysis, Investigation

  Affiliation Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Waurn Ponds, Australia

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• Paweł Pławiak

  Roles Data curation, Investigation, Project administration, Writing – review & editing

  * E-mail: ylchen@mail.ntut.edu.tw (YLC); porlip@um.edu.my (LYP); pawel.plawiak@pk.edu.pl (PP); kucs@utar.edu.my (CSK)

  Affiliations Department of Computer Science, Faculty of Computer Science and Telecommunications, Cracow University of Technology, Warszawska, Krakow, Poland, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Bałtycka, Gliwice, Poland

  https://orcid.org/0000-0002-4317-2801

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