DeepVision: A Hybrid Deepfake Detection Framework Using Deep Learning Approaches
DeepVision is introduced, a hybrid deepfake detection framework that fuses EfficientNet-B0 with a Vision Transformer (ViTB/16) to exploit both local texture features and global spatial dependencies simultaneously and is suitable for real-world deployment in digital forensics and media authentication applications.