Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content
<p dir="ltr">Recent advancements in Artificial Intelligence (AI) and immersive technologies, such as Extended Reality (XR), coupled with complementary innovations like 5G/6G wireless communications, are paving the way for fully realized AI-XR metaverses. AI will play a pivotal role i...
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| مؤلفون آخرون: | , , , , , |
| منشور في: |
2025
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إضافة وسم
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| _version_ | 1864513524383875072 |
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| author | Lamiaa Basyoni (16896426) |
| author2 | Adnan Qayyum (16875936) Khaled Shaban (20074425) Ezieddin Elmahjub (17788526) Abdulaziz Al-Ali (16393288) Osama Halabi (14158905) Junaid Qadir (16494902) |
| author2_role | author author author author author author |
| author_facet | Lamiaa Basyoni (16896426) Adnan Qayyum (16875936) Khaled Shaban (20074425) Ezieddin Elmahjub (17788526) Abdulaziz Al-Ali (16393288) Osama Halabi (14158905) Junaid Qadir (16494902) |
| author_role | author |
| dc.creator.none.fl_str_mv | Lamiaa Basyoni (16896426) Adnan Qayyum (16875936) Khaled Shaban (20074425) Ezieddin Elmahjub (17788526) Abdulaziz Al-Ali (16393288) Osama Halabi (14158905) Junaid Qadir (16494902) |
| dc.date.none.fl_str_mv | 2025-12-30T18:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/ojcs.2025.3616501 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Generative_AI-Driven_Metaverse_The_Promises_and_Challenges_of_AI-Generated_Content/31169116 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Artificial intelligence Distributed computing and systems software Graphics, augmented reality and games Artificial intelligence extended reality foundation models generative AI generative pre-trainer transformer immersive experience machine learning virtual reality Metaverse Technological innovation Reviews Privacy Surveys Computational modeling Terminology |
| dc.title.none.fl_str_mv | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Recent advancements in Artificial Intelligence (AI) and immersive technologies, such as Extended Reality (XR), coupled with complementary innovations like 5G/6G wireless communications, are paving the way for fully realized AI-XR metaverses. AI will play a pivotal role in this transformation, enabling the seamless convergence of virtual and physical worlds. Among the various AI applications, Generative AI (GenAI) stands out for creating rich, dynamic, and interactive virtual environments—essential elements for sustained metaverse growth and user engagement. To facilitate a deeper understanding of how GenAI will be integrated and utilized within the metaverse, we provide a comprehensive overview of GenAI and Artificial Intelligence-Generated Content (AIGC). Specifically, we examine the potential influence of GenAI's on future metaverses, exploring both the opportunities it offers and the major challenges associated with its deployment. Additionally, we investigate the robustness of AIGC detection techniques against adversarial attacks, highlighting less-explored risks posed by adversarial examples. Finally, we highlight various open research issues related to GenAI, AIGC, the metaverse, and responsible innovation that merit further exploration.</p><h2 dir="ltr">Other Information</h2><p dir="ltr">Published in: IEEE Open Journal of the Computer Society<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/ojcs.2025.3616501" target="_blank">https://dx.doi.org/10.1109/ojcs.2025.3616501</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_8cce502829b16ab11e560a89f61c1612 |
| identifier_str_mv | 10.1109/ojcs.2025.3616501 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/31169116 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated ContentLamiaa Basyoni (16896426)Adnan Qayyum (16875936)Khaled Shaban (20074425)Ezieddin Elmahjub (17788526)Abdulaziz Al-Ali (16393288)Osama Halabi (14158905)Junaid Qadir (16494902)Information and computing sciencesArtificial intelligenceDistributed computing and systems softwareGraphics, augmented reality and gamesArtificial intelligenceextended realityfoundation modelsgenerative AIgenerative pre-trainer transformerimmersive experiencemachine learningvirtual realityMetaverseTechnological innovationReviewsPrivacySurveysComputational modelingTerminology<p dir="ltr">Recent advancements in Artificial Intelligence (AI) and immersive technologies, such as Extended Reality (XR), coupled with complementary innovations like 5G/6G wireless communications, are paving the way for fully realized AI-XR metaverses. AI will play a pivotal role in this transformation, enabling the seamless convergence of virtual and physical worlds. Among the various AI applications, Generative AI (GenAI) stands out for creating rich, dynamic, and interactive virtual environments—essential elements for sustained metaverse growth and user engagement. To facilitate a deeper understanding of how GenAI will be integrated and utilized within the metaverse, we provide a comprehensive overview of GenAI and Artificial Intelligence-Generated Content (AIGC). Specifically, we examine the potential influence of GenAI's on future metaverses, exploring both the opportunities it offers and the major challenges associated with its deployment. Additionally, we investigate the robustness of AIGC detection techniques against adversarial attacks, highlighting less-explored risks posed by adversarial examples. Finally, we highlight various open research issues related to GenAI, AIGC, the metaverse, and responsible innovation that merit further exploration.</p><h2 dir="ltr">Other Information</h2><p dir="ltr">Published in: IEEE Open Journal of the Computer Society<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/ojcs.2025.3616501" target="_blank">https://dx.doi.org/10.1109/ojcs.2025.3616501</a></p>2025-12-30T18:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/ojcs.2025.3616501https://figshare.com/articles/journal_contribution/Generative_AI-Driven_Metaverse_The_Promises_and_Challenges_of_AI-Generated_Content/31169116CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/311691162025-12-30T18:00:00Z |
| spellingShingle | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content Lamiaa Basyoni (16896426) Information and computing sciences Artificial intelligence Distributed computing and systems software Graphics, augmented reality and games Artificial intelligence extended reality foundation models generative AI generative pre-trainer transformer immersive experience machine learning virtual reality Metaverse Technological innovation Reviews Privacy Surveys Computational modeling Terminology |
| status_str | publishedVersion |
| title | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| title_full | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| title_fullStr | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| title_full_unstemmed | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| title_short | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| title_sort | Generative AI-Driven Metaverse: The Promises and Challenges of AI-Generated Content |
| topic | Information and computing sciences Artificial intelligence Distributed computing and systems software Graphics, augmented reality and games Artificial intelligence extended reality foundation models generative AI generative pre-trainer transformer immersive experience machine learning virtual reality Metaverse Technological innovation Reviews Privacy Surveys Computational modeling Terminology |