Cyber security Enhancements with reinforcement learning: A zero-day vulnerabilityu identification perspective

• Muhammad Rehan Naeem ,

  Contributed equally to this work with: Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faisal S. Alsubaei, Eesa Alsolami, Muhammad D. Zakaria

  Roles Data curation, Methodology, Software, Writing – original draft

  Affiliation Department of Computer Science, University of Engineering and Technology Taxila, Taxila, Pakistan

  https://orcid.org/0000-0001-8978-2755

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• Rashid Amin ,

  Contributed equally to this work with: Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faisal S. Alsubaei, Eesa Alsolami, Muhammad D. Zakaria

  Roles Data curation, Investigation, Supervision, Writing – review & editing

  * E-mail: rashid4nw@gmail.com

  Affiliations Department of Computer Science, University of Engineering and Technology Taxila, Taxila, Pakistan, Faculty of Informatics and Computing, University Sultan Zainal Abidin, Besut Campus, Besut, Terengganu, Malaysia

  https://orcid.org/0000-0002-3143-689X

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• Muhammad Farhan ,

  Contributed equally to this work with: Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faisal S. Alsubaei, Eesa Alsolami, Muhammad D. Zakaria

  Roles Formal analysis, Methodology, Resources, Validation

  Affiliation Department of Computer Science, COMSATS University Islamabad, Sahiwal Campus, Pakistan

  https://orcid.org/0000-0002-3649-5717

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• Faisal S. Alsubaei ,

  Contributed equally to this work with: Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faisal S. Alsubaei, Eesa Alsolami, Muhammad D. Zakaria

  Roles Data curation, Funding acquisition, Resources, Validation

  Affiliation Department of Cybersecurity, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia

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• Eesa Alsolami ,

  Contributed equally to this work with: Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faisal S. Alsubaei, Eesa Alsolami, Muhammad D. Zakaria

  Roles Data curation, Investigation, Project administration, Supervision, Validation

  Affiliation Department of Cybersecurity, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia

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• Muhammad D. Zakaria

  Contributed equally to this work with: Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faisal S. Alsubaei, Eesa Alsolami, Muhammad D. Zakaria

  Roles Investigation, Resources, Supervision, Visualization, Data curation

  Affiliation Faculty of Informatics and Computing, University Sultan Zainal Abidin, Besut Campus, Besut, Terengganu, Malaysia

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