Deepfake technology, powered by sophisticated algorithms, allows for the creation of incredibly believable synthetic media. This phenomenon has unleashed concerns about its potential to manipulate information and spread misinformation. With the ability to forge individuals, deepfakes can be used to create false accounts, damage trust in institution