Arctic Silver "Arctic Alumina" thermal adhesive is the stuff you want if it's going on a chip. It's not electrically conductive or capacitive if the stuff oozes out of the sides when you press the heatsink on.
Regular Arctic Silver thermal adhesive is said to be capacitive, so it would be better to use on the outside of the case.