Blockchain and Federated Learning Synergy for Privacy-Focused DeepFex Solutions

Author:   Abhishek Kumar ,  Dr. Priya Batta ,  T. Ananth Kumar ,  S. Oswalt Manoj
Publisher:   Springer Verlag, Singapore
ISBN:  

9789819513932


Pages:   259
Publication Date:   09 November 2025
Format:   Hardback
Availability:   In Print   Availability explained
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Blockchain and Federated Learning Synergy for Privacy-Focused DeepFex Solutions


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Author:   Abhishek Kumar ,  Dr. Priya Batta ,  T. Ananth Kumar ,  S. Oswalt Manoj
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
ISBN:  

9789819513932


ISBN 10:   9819513936
Pages:   259
Publication Date:   09 November 2025
Audience:   Professional and scholarly ,  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

Introduction.- DeepFex: Detecting Deepfakes in the Digital Age.- Blockchain Technology Overview.- Federated Learning Basics.- Integrating Blockchain with Federated Learning.- Privacy and Security in DeepFex Solutions.- Real-World Applications and Use Cases.- Challenges, Ethics, and Regulatory Perspectives.- Future Directions.- Conclusion.

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Author Information

Dr. Abhishek Kumar is an Assistant Director and Professor in the Computer Science & Engineering Department at Chandigarh University, Punjab, India. He obtained his Ph.D. from the University of Madras and completed postdoctoral research at Universidad de Castilla-La Mancha, Spain. His research interests span artificial intelligence, renewable energy systems, image processing, and data mining. Dr. Priya Batta  is currently an Associate Professor at  Amity School of Engineering and Technology, Amity University, Punjab, India. She obtained her Ph.D. in Computer Science and Engineering from Chandigarh University. Her research area includes Artificial Intelligence, Blockchain, IoT. Dr. T. Ananth Kumar is working as a Associate Professor and Research Head at IFET college of Engineering(Autonomous),I ndia. He received his Ph.D. in VLSI Design from Manonmaniam Sundaranar University, Tirunelveli, India. His research interest are in the areas of Networks on Chips, Computer Architecture and ASIC design. Dr. S. Oswalt Manoj is working as a Professor in the Department of Computer Science and Engineering, Alliance School of Advanced Computing ,Alliance University, Bengaluru, India. He holds a Doctorate in Information Science and Engineering from Anna University, Chennai. His research areas include big data analytics, artificial intelligence, computer vision, machine learning, deep learning, and cloud computing.

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