The guys who make artic silver also sell a cleaning kit. It is 2-part, one bottle of fluid to remove any type of paste or thermal pad, and a second bottle to ensure all residue is removed. I've used it a few times and it works great.
That said, I used plain rubbing alcohol (the higher concentration stuff from a pharmacy) for years without any problem.