Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification

Bosheng Yan, Chang-Tsun Li, Xuequan Lu

Deep learning has enabled realistic face manipulation (i.e., deepfake), which poses significant concerns over the integrity of the media in circulation. Most existing deep learning…