Deepfake face detection based on attention enhancement and multiscale feature fusion
Driven by the rapid advancement of generative adversarial networks (GANs), deepfake facial manipulation has emerged as a critical societal concern. Existing detection methods are hindered by rigid multi‑scale feature fusion and insufficient sensitivity to subtle forgery artifacts. To address these challenges, we propos...