It's sort of an urban legend, but there have been multiple reports.
It's usually a kid(or some kids) trying to get into your house, trying to get you to invite them in. Some encounters involved kids trying to get someone to invite them into their car for a ride.
They kinda keep their heads down, but always at some point lift up their heads to look at you and their eyes are all black.