Smitha Shekar B

HDST-CAF: Adaptive CNN Transformer Frequency Fusion for Deepfake Detection Under Visual Degradation

The proposed cross-attention tri-stream fusion offers a practical framework for deepfake forensics under real-world degradation, achieving a three-point improvement over the ResNet18 baseline in overall accuracy.