Norrback is a surname. Notable people with the surname include:

Anders Norrback (born 1963), Finnish politician Arne Norrback (born 1937), Swedish weightlifter Karl-Fredrik Norrback (born 1972), Swedish physician Ole Norrback (born 1941), Finnish politician and diplomat