Deepfake generation and detection, a survey

• Published in: Multimedia tools and applications Vol. 81; no. 5; pp. 6259 - 6276
• Main Author: Zhang, Tao
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.02.2022; Springer Nature B.V
• Subjects: Acoustics; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Deception; Deepfake; Image manipulation; Machine learning; Multimedia Information Systems; National security; Special Purpose and Application-Based Systems; Deepfake; Generation; Survey; Detection; Media forensics

Deepfake refers to realistic, but fake images, sounds, and videos generated by articial intelligence methods. Recent advances in deepfake generation make deepfake more realistic and easier to make. Deepfake has been a signicant threat to national security, democracy, society, and our privacy, which...