Deepfake technology, powered by sophisticated algorithms, allows for the creation of incredibly convincing synthetic media. This phenomenon has unleashed concerns about its potential to fabricate information and spread propaganda. With the ability to forge individuals, deepfakes can be used to generate false evidence, damage trust in institutions,