Federated learning for multimedia data processing and security in industry 5.0 / edited by Gautam Srivastava and Thippa Reddy Gadekallu.

Format:

Book

Contributor:

Srivastava, Gautam, editor.

Gadekallu, Thippa Reddy, editor, contributor.

Series:

IET Security Series ; 66.

IET Security Series ; 66

Language:

English

Subjects (All):

Federated learning (Machine learning).

Physical Description:

1 online resource : illustrations (chiefly color)

Place of Publication:

Stevenage, Herts : The Institution of Engineering and Technology, [2025].

Summary:

This book explores how federated learning can solve multimedia data processing and security challenges in Industry 5.0, introduces new research paradigms for the security and privacy preservation of multimedia data, and explores the integration of federated learning with other disruptive technologies.

Contents:

1 Federated learning-enabled 5G and beyond for Industry 5.0 / Chamitha De Alwis

2 Federated learning for optimized communication in Industry 5.0 / Dasari Bhulakshmi, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Celestine Iwendi and Thippa Reddy Gadekallu

3 Federated learning enabled digital twins for Industry 5.0: perspectives, challenges, and future directions / Dasaradharami Reddy Kandati, Supriya Y, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu and Abdul Wahid

4 Collaborative intelligence: federated learning-enabled edge computing in Industry 5.0 / M Ramalingam, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Praveen Kumar Donta and Thippa Reddy Gadekallu

5 Infusion of federated learning for cybersecurity in Industry 5.0 / G. Chemmalar Selvi, G. Deepti Raj, G. Lakshmi Priya, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Abdul Rehman Javed and Thippa Reddy Gadekallu

6 Cybersecurity with blockchain for digital twins / Rutvij H. Jhaveri and Ashish Patel

7 Blockchain-based federated learning for Industry 5.0 applications / Rukhsana Ruby, Zehua Wang and Lu Wang

8 Blockchain implementation of public key infrastructure for Industry 5.0 applications / Rukhsana Ruby, Salabat Khan, Zehua Wang and Lu Wang

9 Federated learning for Supply Chain Management 5.0 / Bushra Tahir and Muhammad Tariq

10 Federated learning for cobots in Industry 5.0 / Pawan Hegde, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Ben Othman Soufiene and Thippa Reddy Gadekallu

11 Federated learning in medical education in Industry 5.0 / Y. Supriya, Dasari Bhulakshmi, Sweta Bhattacharya, Thippa Reddy Gadekallu, Rajesh Kaluri, S. Sumathy, Srinivas Koppu, Pratik Vyas, David J. Brown and Mufti Mahmud

12 A comprehensive survey on enhanced privacy techniques for federated learning in healthcare systems / Dasaradharami Reddy Kandati and Thippa Reddy Gadekallu

13 FL for secured medical image analysis / Thien Huynh-The and Tan Do-Duy

Conclusion / Gautam Srivastava.

Notes:

Includes bibliographical references and index.

Description based on online resource publisher supplied metadata and other sources.

ISBN:

1-83724-349-2

1-83953-758-2

OCLC:

1485002455