Benum is a Norwegian surname. People with the surname include:

Edgeir Benum (born 1939), Norwegian historian Jarle Benum (1928–2021), Norwegian politician Olav Benum (1897–1990), Norwegian politician Pål Benum (1935–2021), Norwegian long-distance runner