As artificial intelligence technology continues to evolve, individuals are increasingly relying on it to streamline tasks and organize their lives. However, the heightened capabilities of AI have also brought to the forefront the challenge of distinguishing between reality and deception, prompting a search for innovative methods to harness this technology responsibly. Presently, deepfake videos are pervasive, often appearing innocuous but frequently employed for manipulation, fraud, and the dissemination of inappropriate content.