Herlofson is a surname. Notable people with the surname include:
Axel Nicolai Herlofson (1845–1910), Norwegian fraudster Charles Herlofson (1891–1968), Norwegian footballer Charles Oluf Herlofson (1916–1984), Norwegian naval officer Harald Herlofson (1887–1957), Norwegian admiral