In an age where synthetic realities blur the lines between truth and fabrication, deepfakes pose a significant threat to credibility. These sophisticated AI-generated media can be quickly created to manipulate images, often with uncanny precision. However, the emergence of deepfake detection tools offers a glimmer of hope in this turbulent landscap