Hiorth is a Norwegian surname. Notable people with the surname include:
Adam Hiorth (1816–1871), Norwegian merchant Adam Hiorth (barrister), Norwegian barrister Albert Hiorth, Norwegian engineer Åse Hiorth Lervik, Norwegian researcher Fredrik Hiorth, Norwegian engineer Otto Kristian Hiorth, Norwegian physician and politician