Appropriating someone's face on the internet without permission can be a violation of their right of publicity or invasion of privacy, especially if the use is for commercial gain, fame, or other exploitation. While taking photos in public is often legal, using that image to promote a product or service without consent can lead to legal action, the severity of which depends on state laws and the specific context of the use.