Wtmsa-net: Wavelet transform-based multi-stage attention network for deepfake detection
WTMSA-Net uses a Wavelet Transform-based Multi-Stage Attention Network to thoroughly analyze the spatial and frequency characteristics of images, enhancing the model’s ability to identify intricate deepfake manipulations and enhancing the model’s ability to identify intricate deepfake manipulations.