
Federated Learning for the Metaverse
Applications in Virtual Environments
- 1st Edition - January 11, 2026
- Imprint: Elsevier
- Editors: Noor Zaman Jhanjhi, Mamoona Humayun, Faizan Ahmad, Momina Shaheen
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 3 - 3 3 8 9 3 - 9
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 3 3 8 9 4 - 6
Federated Learning for the Metaverse: Applications in Virtual Environments provides readers with insights into how federated learning, a decentralized machine learning paradi… Read more
Purchase options

- Explores practical applications of federated learning within the metaverse, examining real-world scenarios and showcasing successful implementations
- Offers diverse perspectives from experts in the fields of federated learning, virtual reality, augmented reality, and immersive technologies
- Provides practical guidance on implementing federated learning techniques within metaverse applications, accompanied by code snippets and case studies
- Addresses the ethical considerations and implications of utilizing federated learning in the metaverse, including privacy concerns and data governance
- Discusses emerging trends at the intersection of federated learning and the metaverse
2. Federated Learning Models and algorithms for privacy-preserving personalization in Metaverse
3. Privacy-Preserving Personalization in the Metaverse
4. Security and Threat Detection in Virtual Environments
5. Cross-Platform Collaboration and Consistency
6. Adaptive and Immersive Learning Experiences with Federated Learning
7. Real-Time Communication Enhancement
8. Decentralized Governance and Regulation
9. Localized Language Understanding in a Multilingual Metaverse
10. Content Creation and Customization for Enhanced Experiences
11. Federated Learning for Metaverse: A Comprehensive Survey
12. Ethical Considerations and Future Trends
- Edition: 1
- Published: January 11, 2026
- Imprint: Elsevier
- Language: English
NJ
Noor Zaman Jhanjhi
MH
Mamoona Humayun
Dr. Mamoona is currently working as a Senior Lecturer with the Department of computing, School of Arts Humanities and Social Sciences, University of Roehampton, London, SW15 5PJ, United Kingdom. She has highly indexed publications in WoS/ISI/SCI/Scopus, and her collective research Impact factor is more than 200 plus points. Her Google Scholar H index is 38, and I-10 Index is 110 plus, with more than 200 publications on her credit. She has several international Patents on her account, including UK and Japanese. She edited/authored several research books published by world-class publishers. She has excellent experience of supervising and co-supervising postgraduate students, and a good number of Postgraduate scholars graduated under her supervision. Dr. Mamoona serves as a reviewer for several reputable journals. She has completed several funded research grants successfully. She has served as a Keynote/Invited speaker for many international conferences and workshops. She has vast experience in academic qualifications, including ABET, and NCAAA. Her research areas include Cyber Security, Wireless Sensor Networks (WSN), the Internet of Things (IoT), Requirement Engineering, Global Software Development, and Knowledge Management.
FA
Faizan Ahmad
MS