The rapid advancement of technology in recent years has led to the rise of deepfake technology, which has been a growing concern for many industries, including security and privacy. Deepfake technology uses artificial intelligence to create realistic-looking but fabricated images, videos, and audio recordings. While deepfakes can be entertaining when used in movies or online videos, they also have the potential to be used for malicious purposes, such as spreading misinformation, manipulating elections, or committing fraud.