Malgioglio () is an Italian surname from Catania. Notable people with the surname include:
Astutillo Malgioglio (born 1958), Italian footballer Cristiano Malgioglio (born 1945), Italian composer and singer-songwriter Isabella Malgioglio, Australian cricketer