Herzenberg is a surname. Notable people with the surname include:
Caroline Herzenberg (born 1932), American physicist Elena Herzenberg (born 1979), German high jumper Leonard Herzenberg (1931–2013), American immunologist Leonore Herzenberg (born 1935), American immunologist