Can you get diphtheria more than once?

Usually not. Having the disease provides life-long immunity for most people.
Yes. Yes. Even individuals recovering from diphtheria should be immunized against the disease as soon as possible. http://www.ct.gov/dph/cwp/view.asp?a=3136&q=388276.