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

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

Release Date: January, 2023|Copyright: © 2023 |Pages: 379
DOI: 10.4018/978-1-6684-6060-3
ISBN13: 9781668460603|ISBN10: 1668460602|EISBN13: 9781668460627
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Description & Coverage
Description:

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.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Anomaly Detection
  • Audio Manipulation
  • Deep Neural Network
  • Deepfakes
  • Demographic Determinants
  • Features Manipulation
  • Hybrid Cloud Computing
  • Intrusion Detection
  • Multi-Temporal Information
  • Secure Cloud Storage
  • Security Enhancement
  • Stock Price Prediction
  • Transfer Learning Techniques and Applications
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Editor/Author Biographies

Ahmed J. Obaid is a Asst. Professor at the Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, Iraq. Dr. Ahmed holds a Bachelor in Computer Science, degree in – Information Systems from College of Computers, University of Anbar, Iraq (2001-2005), and a Master Degree (M. TECH) of Computer Science Engineering (CSE) from School of Information Technology, Jawaharlal Nehru Technological University, Hyderabad, India (2010-2013), and a Doctor of Philosophy (PhD) in Web Mining from College of Information Technology, University of University of Babylon, Iraq (2013-2017). He is a Certified Web Mining Consultant with over 14 years of experience in working as Faculty Member in University of Kufa, Iraq. He has taught courses in Web Designing, Web Scripting, JavaScript, VB.Net, MATLAB Toolbox’s, and other courses on PHP, CMC, and DHTML from more than 10 international organizations and institutes from USA, and India. Dr. Ahmed is a member of Statistical and Information Consultation Center (SICC), University of Kufa, Iraq. His main line of research is Web mining Techniques and Application, Image processing in the Web Platforms, Image processing, Genetic Algorithm, information theory, and Medical Health Applications. Ahmed J. is Associated Editor in Brazilian Journal of Operations & Production Management (BJO&PM) and Editorial Board Members in : International Journal of Advance Study and Research Work (IJASRW), Journal of Research in Engineering and Applied Sciences(JREAS), GRD Journal for Engineering (GRDJE), International Research Journal of Multidisciplinary Science & Technology (IRJMST), The International Journal of Technology Information and Computer (IJTIC), Career Point International Journal Research (CPIJR). Ahmed J. was Editor in Many International Conferences such as: ISCPS_2020 , MAICT_2020 , IHICPS_2020 , IICESAT_2021 , IICPS_2020 , ICPAS_2021 , etc. (Scopus Indexed Conferences). He has edited Some books, such as Advance Material Science and Engineering (ISBN: 9783035736779, Scientific.net publisher), Computational Intelligence Techniques for Combating COVID-19 (ISBN: 978-3-030-68936-0 EAI/Springer), A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems (ISBN: 978-3-030-76653-5 Springer). Ahmed J. has supervised several final projects of Bachelor and Master in his main line of work, and authored and co-authored several scientific publications in journals, Books and conferences with more than 65+ Journal Research Articles, 5+ book Chapters, 15+ Conference papers, 10+ Conference proceedings, 8+ Books Editing, 2+ Patent. Ahmed J. also Reviewer in many Scopus, SCI and ESCI Journals e.g., CMC, IETE, IJAACS, IJIPM, IJKBD, IJBSR, IET, IJUFKS and many others. Dr. Ahmed Attend and participate as: Keynote Speakers (40+ Conferences), Webinars (10+), Session Chairs (10+), in many international events in the following countries: India, Turkey, Nepal, Philippines, Vietnam, Thailand, Indonesia and other countries.

Ghassan H. Abdul-Majeed is a full professor at the University of Baghdad, works as a consultant for improving the research dimension of the University in Scopus and ranking systems. He received his PhD in Petroleum Engineering at University of Baghdad in 1997 with excellent degree. The topic of his dissertation was A Comprehensive Mechanistic Model for Vertical and Inclined Two-Phase Flow. From 2004 to 2013, he became the head of the computer center of Baghdad University. During this period, the computer center became the best training center in Iraq, also during his management; he got several international certificates from Cisco, MS and other computer companies. He also performed a research school in computer networks. He published 32 technical papers in reputable journals in the fields of petroleum engineering and information technology. His research interest: Two-Phase Flow, Modeling and Simulation in Petroleum Engineering, Computer Networks. He is a member in international journal and conference comities. He was supervisor and examiner for many Master’s and Ph.D. students. He has many publications in international and ISI journals and conferences.

Adriana Burlea-Schiopoiu currently works at the Department of Management, Marketing and Business Administration, University of Craiova. Adriana does research in Behavioural Economics, Business Administration and Business Ethics. Their current project is 'Corporate Social Responsibility'.

Parul Agarwal is associated with Jamia Hamdard since 2002. She is currently an Associate Professor in the Department of Computer Science and Engineering. Her area of specialization include Fuzzy Data Mining, Cloud Computing, and Soft Computing. Her particular interest includes Sustainable Computing and its applications in Agriculture, transportation and health care. She has published several papers in reputed and SCI, Scopus and Elsevier indexed journals and many book chapters published by CRC press, Springer, IGI-Global are to her credit. She has chaired several sessions of International/ National Conferences of repute. Having Google Scholar Citations of more than 100, h-Index 5 and i-10 as 4. Currently, several PhD. Scholars are working under her supervision. Member of several committees at university level and membership of several professional bodies like ISTE, IEEE are to her credit.

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