ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks

Ahmad ALBarqawi, Mahmoud Nazzal, Issa Khalil +2

The rapid rise of deepfake technology, which produces realistic but fraudulent digital content, threatens the authenticity of media. Traditional deepfake detection approaches often…