Police affairs in Iceland are the responsibility of the Ministry of the Interior and are administered by the Office of the National Commissioner of the Police on behalf of the ministry. The Icelandic police don’t carry guns. Crime in Iceland is very low and violent crime is practically nonexistent.

Source: https://en.wikipedia.org/wiki/Icelandic_Police