Deepika Koundal

LGF-Net: a spatial-frequency deepfake detection network with learnable gabor filters and gated cross-modal Fusion

Deepfakes have become increasingly realistic due to recent advances in face manipulation techniques, making reliable detection in unconstrained environments more challenging. Existing spatial-frequency deepfake detection methods often rely on fixed hand-crafted frequency transforms and simple fusion strategies, which m...