Inhabitant of Fallujah or Kirkuk (5)
I believe the answer is:
iraqi
(Other definitions for iraqi that I've seen before include "Middle Easterner" , "Eg, Baghdad native" , "Citizen of Baghdad, say" , "Nationality of citizen of Baghdad" , "native of troubled land" .)