AI-powered detection of cyberbullying in short-form video content: A hybrid deep learning framework

Ahmad A. Mazhar; Islam Zada; Manal Aldhayan; Seetah Alsalamah; Mashael M. Asiri; Manel Ayadi; Abdullah Alshahrani

doi:10.1371/journal.pone.0338799

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Open Access

Peer-reviewed

Research Article

AI-powered detection of cyberbullying in short-form video content: A hybrid deep learning framework

Ahmad A. Mazhar,

Roles Conceptualization, Methodology, Validation, Visualization, Writing – review & editing

Affiliation College of Communication, University of Sharjah, Sharjah, United Arab Emirates
⨯
Islam Zada ,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: islam.zada@iiu.edu.pk

Affiliation Faculty of Computing & IT, Department of Software Engineering, International Islamic University Islamabad, Islamabad, Pakistan

https://orcid.org/0000-0001-6472-8795

⨯
Manal Aldhayan,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

Affiliation Computer Science Department College of Computer and IT, Shaqra University Shaqra, Shaqra, Saudi Arabia
⨯
Seetah Alsalamah,

Roles Data curation, Formal analysis, Methodology, Validation, Writing – review & editing

Affiliation Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia
⨯
Mashael M. Asiri,

Roles Conceptualization, Data curation, Resources, Validation, Visualization, Writing – review & editing

Affiliation Technical and Engineering Specializations Unit, Applied College at Mahayil, King Khalid University, Abha, Saudi Arabia
⨯
Manel Ayadi,

Roles Data curation, Formal analysis, Validation, Visualization, Writing – review & editing

Affiliation Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
⨯
Abdullah Alshahrani

Roles Conceptualization, Data curation, Formal analysis, Investigation, Software, Writing – review & editing

Affiliation Department of Computer Science and Artificial Intelligence, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia
⨯

AI-powered detection of cyberbullying in short-form video content: A hybrid deep learning framework

Ahmad A. Mazhar,
Islam Zada,
Manal Aldhayan,
Seetah Alsalamah,
Mashael M. Asiri,
Manel Ayadi,
Abdullah Alshahrani

Published: February 11, 2026
https://doi.org/10.1371/journal.pone.0338799

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