Deepfakes, a type of synthetic media produced using artificial intelligence have lately been somewhat well-known due to their incredible realism in audio, video, and picture manipulation. Deepfakes, which are now used for public dishonesty, false information distribution, and reputation damage, have progressed from a benign form of online amusement to a major cause of worry.