Unmasking Deception: Empowering Deepfake Detection with Vision Transformer Network

• Published in: Mathematics (Basel) Vol. 11; no. 17; p. 3710
• Main Authors: Arshed, Muhammad Asad, Alwadain, Ayed, Faizan Ali, Rao, Mumtaz, Shahzad, Ibrahim, Muhammad, Muneer, Amgad
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.09.2023
• Subjects: Accuracy; Artificial intelligence; Deception; Deep learning; deepfake; fine tuning; Forgery; Identification; Image filters; Image manipulation; Literature reviews; Machine learning; Mathematics; Methods; pretrained; Social networks; Vision Transformer; United States

With the development of image-generating technologies, significant progress has been made in the field of facial manipulation techniques. These techniques allow people to easily modify media information, such as videos and images, by substituting the identity or facial expression of one person with...