But is ability drain necessarily caused by Negative energy? Don't think so. The ghost is so horribly ugly that it weakens all who see it. There is nowhere in the ghost template description that states that the ghost uses negative energy...
The ability is not just because it looks ugly. It is a supernatural ability. The power comes from somewhere, most likely from negative energy. And since the ghost is undead, I would allow NEP to work against this ability.