Gunnerud is a surname. Notable people with the surname include:
Arne Vinje Gunnerud (1930–2007), Norwegian sculptor Jon Arne Gunnerud, Norwegian handball player Jørgen Gunnerud (1948–2025), Norwegian crime fiction writer Sverre M. Gunnerud (born 1948), Norwegian television presenter