Zitouni is a Maghrebian surname. Notable people with the surname include:

• Ahmed Zitouni (born 1949), Algerian writer
• Ali Zitouni (born 1981), Tunisian football player
• Djamel Zitouni (1964-1996), leader of the Algerian Armed Islamic Group (terrorist group)
• Malika Zitouni (born 1973), French-Algerian bodybuilder
• Mustapha Zitouni (1928–2014), French-Algerian football player

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