Distributed Denial of Services (DDoS) attack detection in SDN using Optimizer-equipped CNN-MLP

Sajid Mehmood; Rashid Amin; Jamal Mustafa; Mudassar Hussain; Faisal S. Alsubaei; Muhammad D. Zakaria

doi:10.1371/journal.pone.0312425

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Open Access

Peer-reviewed

Research Article

Distributed Denial of Services (DDoS) attack detection in SDN using Optimizer-equipped CNN-MLP

Sajid Mehmood,

Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

Affiliation Department of Computer Science and IT, University of Chakwal, Chakwal, Pakistan
⨯
Rashid Amin ,

Roles Conceptualization, Formal analysis, Supervision, Writing – review & editing

* E-mail: rashid4nw@gmail.com (RA); mudassar.h@gcet.edu.om (MH)

Affiliations Department of Computer Science, University of Chakwal, Chakwal, Pakistan, Faculty of Informatics and Computing, University Sultan Zainal Abidin, Besut, Terengganu, Malaysia

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

⨯
Jamal Mustafa,

Roles Data curation, Funding acquisition, Methodology, Validation, Writing – original draft

Affiliation Department of Computer Science and IT, University of Chakwal, Chakwal, Pakistan
⨯
Mudassar Hussain ,

Roles Formal analysis, Methodology, Supervision, Visualization

* E-mail: rashid4nw@gmail.com (RA); mudassar.h@gcet.edu.om (MH)

Affiliation Department of Computer Science and Creative Technologies, Global College of Engineering and Technology, Muscat, Oman
⨯
Faisal S. Alsubaei,

Roles Data curation, Methodology, Supervision, Visualization

Affiliation Department of Cybersecurity, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia
⨯
Muhammad D. Zakaria

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

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

Distributed Denial of Services (DDoS) attack detection in SDN using Optimizer-equipped CNN-MLP

Sajid Mehmood,
Rashid Amin,
Jamal Mustafa,
Mudassar Hussain,
Faisal S. Alsubaei,
Muhammad D. Zakaria

Published: January 27, 2025
https://doi.org/10.1371/journal.pone.0312425

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