Ziyu Xue received an M.S. degree from Beijing Technology and Business University, China. He is a Ph.D. candidate in Communication University of China. He is still an engineer in the Academy of Broadcasting Science, NRTA. His research interests include deepfake detection, digital image forensics, and machine learning.