In 2001 my car was towed from LAX parking lot because they checked the plate (they told me they scan all plates daily) and it came back as registered to a different make.
Turns out the dealer made a single-letter mistake in VIN when registering the car with DMV, and there is no check digit to reject invalid VINs.