Attoumani is a surname. Notable people with the surname include:
Ahmed Attoumani Douchina (born 1955), Mahoran politician Ben Ahmed Attoumani (born 1982), Comorian footballer Dailami Attoumani (born 1999), French serial killer Karim Attoumani (born 2001), Comorian footballer