Introduction: The Rise of Synthetic MediaIn the digital landscape of March 20, 2025, deepfake technology has transcended its origins as a niche experiment to become a pervasive force in cybersecurity. What began as rudimentary face-swapping tools in the late 2010s has morphed into a sophisticated ecosystem driven by artificial intelligence (AI), capable of generating hyper-realistic…