Arnarsson is an Icelandic-language masculine surname. Notable people with the surname include:

Arnar Freyr Arnarsson (born 1996), Icelandic handball player Ingólfur Arnarsson (born 1956), Icelandic artist Viktor Bjarki Arnarsson (born 1983), Icelandic footballer

See also