Handbook of Research on Advanced Practical Approaches to Dee ...

Ahmed J. Obaid

• 03 januari 2023
• 9781668460603

Samenvatting:

Discusses applications of illustration, generation, and detection of deepfake content in multimedia. The book introduces the techniques and gives an overview of deepfake applications, types of deepfakes, algorithms and applications used in deepfakes, challenges and problems, and applications to identify, generate, and detect deepfakes.



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.