With the right 3D printed case you can make a raspberry pi look pretty benine.

From all those military guards that parade up and down the station

You joke, but Penn Station and Port Authority are effectively occupied territory. There are at least four different law enforcement agencies present and patrolling, stopping and frisking anybody who "looks out of place", hassling homeless people, and generally making you feel "safer".