Six of the seven are within 200 feet of the Long Island Expressway (the elevated highway visible in the background). That proximity to a highway (in conjunction with them not advertising the business whose building they're attached to) is what makes them illegal, much like the billboard that collapsed onto the BQE a couple of weeks ago.
Target practice?