FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations

Yonghyun Jeong, Doyeon Kim, Youngmin Ro +1

Various deepfake detectors have been proposed, but challenges still exist to detect images of unknown categories or GAN models outside of the training settings. Such issues arise f…