"The Haunting"! My favorite ghost movie, brilliantly directed by Robert Wise. And the book by Shirley Jackson is hair-raising!
I still get frightened by "King Kong" (the OLD version), and anything by Val Lewton & Jacques Tournier. Don't laugh, but "Abbott & Costello Meet Frankenstein" has a few good scares in it too!