Deepfakes have become increasingly sophisticated, allowing individuals to create highly realistic fake videos or images that can be difficult to distinguish from reality, leading to a growing concern. While deepfakes — manipulated or generated realistic videos, images or audio with the use of artificial intelligence technologies that appear to be authentic but are actually fabricated