Milano is the daughter of Lin, a fashion designer and talent manager, and Thomas M. Milano, a film music editor. Milano was born in Bensonhurst, Brooklyn and lived there until a neighborhood shooting prompted the family to relocate to Staten Island. She is of Italian ancestry.