Deepfake technology, powered by sophisticated systems, allows for the creation of incredibly believable synthetic media. This development has unleashed concerns about its potential to manipulate information and spread disinformation. With the ability to impersonate individuals, deepfakes can be used to produce false evidence, undermine trust in ins