Deepfake technology, powered by sophisticated systems, allows for the creation of incredibly believable synthetic media. This advancement has unleashed concerns about its potential to distort information and spread misinformation. With the ability to mimic individuals, deepfakes can be used to create false accounts, undermine trust in institutions,