Federated Learning for Multimedia Data Processing and Security in Industry 5.0

Author:   Gautam Srivastava (Full Professor, Brandon University, Department of Mathematics and Computer Science, Manitoba, Canada) ,  Thippa Reddy Gadekallu (Chief Engineer, Zhongda Group, Haiyan County, Jiaxing City, Zhejiang Province, China)
Publisher:   Institution of Engineering and Technology
ISBN:  

9781839537578


Pages:   346
Publication Date:   28 January 2025
Format:   Hardback
Availability:   In Print   Availability explained
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Federated Learning for Multimedia Data Processing and Security in Industry 5.0


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Author:   Gautam Srivastava (Full Professor, Brandon University, Department of Mathematics and Computer Science, Manitoba, Canada) ,  Thippa Reddy Gadekallu (Chief Engineer, Zhongda Group, Haiyan County, Jiaxing City, Zhejiang Province, China)
Publisher:   Institution of Engineering and Technology
Imprint:   Institution of Engineering and Technology
ISBN:  

9781839537578


ISBN 10:   1839537574
Pages:   346
Publication Date:   28 January 2025
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Chapter 1: Federated Learning enabled 5G and Beyond for Industry 5.0 Chapter 2: Federated Learning for Optimized Communication in Industry 5.0 Chapter 3: Federated Learning enabled Digital Twins for Industry 5.0: Perspectives, Challenges, and Future Directions Chapter 4: Collaborative Intelligence: Federated Learning Enabled Edge Computing in Industry 5.0 Chapter 5: Infusion of Federated Learning for Cybersecurity in Industry 5.0 Chapter 6: Cyber security with Blockchain for Digital Twins Chapter 7: Blockchain-Based Federated Learning for Industry 5.0 Applications Chapter 8: Blockchain Implementation of Public Key Infrastructure for Industry 5.0 Applications Chapter 9: Federated Learning for Supply Chain Management 5.0 Chapter 10: Federated Learning for cobots in Industry 5.0 Chapter 11: Federated Learning in Medical Education in Industry 5.0 Chapter 12: A Comprehensive Survey on Enhanced Privacy Techniques for Federated Learning in Healthcare Systems Chapter 13: FL for Secured Medical Image Analysis Chapter 14: Conclusion

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Author Information

Gautam Srivastava is a full professor in the Department of Mathematics and Computer Science at Brandon University, Manitoba, Canada. He previously worked in the Department of Computer Science at the Faculty of Engineering, University of Victoria. His research focuses on data mining and big data security and privacy. He is involved in research projects with other academics in Norway, Taiwan, Singapore, Canada, and the USA. He has published 400+ papers in high-impact conferences and journals. Thippa Reddy Gadekallu is a chief engineer at Zhongda Group, Haiyan County, Jiaxing City, Zhejiang Province, China. He is also an associate professor in the School of Information Technology and Engineering at Vellore Institute of Technology, India. He has published 200+ publications in reputed journals and conferences. His areas of research include machine learning, deep neural networks, internet of things, blockchain and computer vision. He is an editor for several international journals.

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