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Ahmed Obaid - Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications

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Ahmed Obaid Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications

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In recent years, falsification and digital modification of video clips, images, as well as textual contents have become widespread and numerous, especially when deepfake technologies are adopted in many sources. Due to adopted deepfake techniques, a lot of content currently cannot be recognized from its original sources. As a result, the field of study previously devoted to general multimedia forensics has been revived. The Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications discusses the recent techniques and applications of illustration, generation, and detection of deepfake content in multimedia. It introduces the techniques and gives an overview of deepfake applications, types of deepfakes, the algorithms and applications used in deepfakes, recent challenges and problems, and practical applications to identify, generate, and detect deepfakes. Covering topics such as anomaly detection, intrusion detection, and security enhancement, this major reference work is a comprehensive resource for cyber security specialists, government officials, law enforcement, business leaders, students and faculty of higher education, librarians, researchers, and academicians.

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Handbook of Research on Advanced Practical Approaches to Deepfake Detection and - photo 1
Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications
  • Ahmed J. Obaid
    University of Kufa, Iraq
  • Ghassan H. Abdul-Majeed
    University of Baghdad, Iraq
  • Adriana Burlea-Schiopoiu
    University of Craiova, Romania
  • Parul Aggarwal
    Jamia Hamdard, India

A volume in the Advances in Multimedia and Interactive Technologies (AMIT) Book Series Book Series

Published in the United States of America by IGI Global an imprint of IGI - photo 2Published in the United States of America by IGI Global an imprint of IGI - photo 3

Published in the United States of America by IGI Global (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA 17033 Tel: 717-533-8845 Fax: 717-533-8661 E-mail: cust@igi-global.com Web site: http://www.igi-global.com/reference

Copyright 2023 by IGI Global. All rights reserved. No part of this publication may be reproduced, stored or distributed in any form or by any means, electronic or mechanical, including photocopying, without written permission from the publisher.

Product or company names used in this set are for identification purposes only. Inclusion of the names of the products or companies does not indicate a claim of ownership by IGI Global of the trademark or registered trademark.

Library of Congress Cataloging-in-Publication Data

Names: Obaid, Ahmed J., editor.
Title: Handbook of research on advanced practical approaches to deepfake
detection and applications / Ahmed J. Obaid, Ghassan Abdul-Majeed,
Adriana Burlea-Schiopoiu, and Parul Agarwal, editors.
Description: Hershey, PA : Engineering Science Reference, [2023] | Includes
bibliographical references and index. | Summary: "This book provides an
introduction to deepfakes and the challenges and difficulties
identifying them as a potentially devastating consequence of
counterfeiting to our society"-- Provided by publisher.
Identifiers: LCCN 2022039843 (print) | LCCN 2022039844 (ebook) | ISBN
9781668460603 (hardcover) | ISBN 9781668460627 (ebook)
Subjects: LCSH: Online manipulation--Prevention. | Deepfakes. | Computer
security.
Classification: LCC TK5105.878 .H36 2023 (print) | LCC TK5105.878 (ebook)
| DDC 004.67/8--dc23/eng/20221017
LC record available at https://lccn.loc.gov/2022039843
LC ebook record available at https://lccn.loc.gov/2022039844

This book is published under the IGI Global book series Advances in Multimedia and Interactive Technologies (AMIT) (ISSN: 2327-929X eISSN: 2327-9303)

British Cataloguing in Publication Data

A Cataloguing in Publication record for this book is available from the British Library.

All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the authors, but not necessarily of the publisher.

Advances in Multimedia and Interactive Technologies AMIT Book Series Joel - photo 4
Advances in Multimedia and Interactive Technologies (AMIT) Book Series

Joel J.P.C. Rodrigues (Senac Faculty of Cear, Fortaleza-CE, Brazil; Instituto de Telecomunicaes, Portugal)

ISSN: 2327-929X

Mission

Traditional forms of media communications are continuously being challenged. The emergence of user-friendly web-based applications such as social media and Web 2.0 has expanded into everyday society, providing an interactive structure to media content such as images, audio, video, and text.

The Advances in Multimedia and Interactive Technologies (AMIT) Book Series investigates the relationship between multimedia technology and the usability of web applications. This series aims to highlight evolving research on interactive communication systems, tools, applications, and techniques to provide researchers, practitioners, and students of information technology, communication science, media studies, and many more with a comprehensive examination of these multimedia technology trends.

Coverage
  • Web Technologies
  • Audio Signals
  • Multimedia Services
  • Multimedia Technology
  • Internet Technologies
  • Digital Communications
  • Digital Images
  • Social Networking
  • Digital Games
  • Multimedia Streaming

IGI Global is currently accepting manuscripts for publications within this series. To submit a proposal for a volume in this series please contact our Acquisition Editors at .

The Advances in Multimedia and Interactive Technologies (AMIT) Book Series(ISSN 2327-929X) is published by IGI Global, 701 E. Chocolate Avenue, Hershey, PA 17033-1240, USA, www.igi-global.com. This series is composed of titlesavailable for purchase individually; each title is edited to be contextually exclusive from any other title within the series. For pricing and ordering information please visit http://www.igi-global.com/book-series/advances-multimedia-interactive-technologies/73683. Postmaster: send all address changes to above address. Copyright 2023 IGI Global. All rights, including translation in other languages reserved by the pulisher. No part of this series may be reproduced or used in any form or by any means - graphics, electronic, or mechanical, including photocopying, recoreding, taping, or information and retrieval systems - without written permission from the publisher, except for non commercial, educational use, including classroom teaching purposes. The views expressed in this series are those of the authors, but not necessarily of IGI Global

Titles in this Series

Dynamics of Dialogue, Cultural Development, and Peace in the Metaverse
Swati Chakraborty (GLA University, India)
Information Science Reference copyright 2023 236pp H/C (ISBN: 9781668459072) US $240.00 (our price)

Handbook of Research on New Media, Training, and Skill Development for the Modern Workforce
Dominic Mentor (Teachers College, Columbia University, USA)
Business Science Reference copyright 2022 439pp H/C (ISBN: 9781668439968) US $295.00 (our price)

Handbook of Research on New Media Applications in Public Relations and Advertising
Elif Esiyok (Atilim University, Turkey)
Information Science Reference copyright 2021 572pp H/C (ISBN: 9781799832010) US $295.00 (our price)

Multidisciplinary Perspectives on Narrative Aesthetics in Video Games
Deniz Denizel (Bahcesehir University, Turkey) and Deniz Eyce ansal (Bahcesehir University, Turkey)
Information Science Reference copyright 2021 300pp H/C (ISBN: 9781799851103) US $195.00 (our price)

Recent Advances in 3D Imaging, Modeling, and Reconstruction
Athanasios Voulodimos (University of West Attica, Athens, Greece) and Anastasios Doulamis (National Technical University of Athens, Athens, Greece)
Information Science Reference copyright 2020 396pp H/C (ISBN: 9781522552949) US $215.00 (our price)

Handbook of Research on Recent Developments in Image Processing and Applications
Suresh Kumar Nagarajan (VIT University, India) and R. Mohanasundaram (VIT University, India)
Information Science Reference copyright 2020 1700pp H/C (ISBN: 9781799802228) US $565.00 (our price)

Graphical Thinking for Science and Technology Through Knowledge Visualization
Anna Ursyn (University of Northern Colorado, USA)

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