The data is not a well-kept secret, but there are restrictions on its use, and for some locations criminal laws about misuse. See http://nationbuilder.com/voterdata for state by state rules.

Note in particular, "Placing on the internet so anyone can find out where anyone else lives" is not exactly an approved use in locations like California and Hawaii. Which is why there are going to be consequences once the database owner is tracked down.