Deepfake Detection that Generalizes Across Benchmarks
arXiv:2508.06248v4 Announce Type: replace
Abstract: The generalization of deepfake detectors to unseen manipulation techniques remains a challenge for practical deployment. Although many approaches adapt foundation models by introducing significant ar…