Garrone is an Italian surname. Notable people with the surname include:
- Gabriel-Marie Garrone (1901–1994), French Cardinal of the Roman Catholic Church
- Laura Garrone (born 1967), Italian former professional tennis player
- Matteo Garrone (born 1968), Italian film director
- Riccardo Garrone (entrepreneur) (1936–2013), Italian businessman
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