2025
Identity-Agnostic Learning for Deepfake Face Detection
ICASSP 2025accepted
Despite the promising results obtained by existing deepfake face detection methods for within-dataset detection, they often fail to generalize effectively to new datasets. We hypothesize that identity, a significant feature in facial recognition, is a key factor affecting deepfake detection models’…