Anundsen is a surname. Notable people with the surname include:

Anders Anundsen (born 1975), Norwegian politician Brynild Anundsen (1844–1913), Norwegian-American newspaper editor and publisher Sara Anundsen (born 1985), American tennis player

See also Amundsen (surname)