AI face-swapping technology, known as Deepfake, has gradually become widespread against the backdrop of rapid technological advancement, attracting significant attention. A strikingly realistic live stream video of Musk has sparked heated discussions online, drawing a large audience and revealing the potential and risks of the technology. Deepfake technology is not only used for live streams but can also create highly realistic social media videos, such as a fake Musk TikTok account, which has garnered an impressive number of likes and shares, making it hard to distinguish truth from falsehood. However, the application of this technology has also led to a series of issues, particularly the increased risk of telecommunication fraud.