You can shoot videos on your iPhone without letting anyone know. The screen will be off and no one can even guess that you're shooting a video.
it's a very neat accessibility feature that's built right into the iPhone. In this video, I take you through the very steps you need to know to be able to shoot a video on iPhone with screen off!