The son of white supremacist gunman James von Brunn has called his father a coward and said he wished he had died in the US Holocaust Museum rampage instead of his security guard victim.

An 88-year-old gunman with a violent anti-Semitic past opened fire with a rifle inside the crowded US Holocaust Memorial Museum, killing a black security guard before being shot by other officers.