ENGLISH

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

By Ahmed Obaid , Ghassan Abdul-Majeed , Adriana Burlea-schiopoiu , Parul Aggarwal

Book information

Publisher
Information Science Reference
Year
2023
ISBN
1668460602, 9781668460603
Language
english
Format
EPUB
Filesize
30 MB (31747675 bytes)
Series
Advances in Multimedia and Interactive Technologies
Pages
379\0
Topic
Computers Security
Time added
2023-01-28 15:39:36

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.

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