Arneth is a surname. Notable people with the surname include:
Joseph Calasanza, Ritter von Arneth (1791–1863), Austrian numismatist and archæologist Alfred Ritter von Arneth (1819–1897), Austrian historian, son of Joseph Josef Arneth (1873–1955), German physician and haematologist known for naming the Arneth count