Mihoubi is a surname. Notable people with the surname include:
Ahmed Mihoubi (1924–2004), Algerian-born French footballer Azzedine Mihoubi (born 1959), Algerian journalist, poet, novelist, and politician Hemza Mihoubi (born 1986), Algerian-French footballer Maroine Mihoubi (born 1999), French footballer