Original ResearchPublished 5 August 2026Wavelet-based features to improve cross-forgery generalization in deepfake detectionNiccolò Marini · Stefano Berretti · Roberto CaldelliFrontiers in Imagingdoi 10.3389/fimag.2026.1845480