Handbook of Research on Advanced Practical Approaches to Deepfake Detection

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.

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Item	186670685742
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Condition	Brand New
EAN	9781668460603
UPC	9781668460603
ISBN	9781668460603
Format	Hardback, 416 pages
Author	Ahmed J. Obaid (Edited by)
Book Title	Handbook of Research on Advanced Practical Approac
Item Height	2.4 cm
Item Length	27.9 cm
Item Weight	1.25 kg
Item Width	21.6 cm
Language	Eng
Publisher	IGI Global

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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