Yeah, take them to Plum Island for "inspection" and impound the spacecraft for illegal parking, that's the ticket. I believe you meant Manhattan Island, under Mayor Bloomberg, as the more appropriate place...
I believe the Plum Island refers to a remote island used by the government for secret testing as featured in a novel of the same name by Nelson DeMille.