Audrey Deroin (born 6 September 1989) is a French handball player. She plays for the German club Thüringer HC and for the French national team.
She participated at the 2009 World Women's Handball Championship in China, winning a silver medal with the French team. She repeated this feat two years later in Brazil. She also played for France at the 2012 Summer Olympics.