Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning

Chuangchuang Tan, Yao Zhao, Shikui Wei +3

This research addresses the challenge of developing a universal deepfake detector that can effectively identify unseen deepfake images despite limited training data. Existing frequ…