Harlock is a surname. Notable people with the surname include:
David Harlock (born 1971), Canadian ice hockey player Des Harlock (1922–1981), Welsh footballer Kenny Harlock, New Zealand footballer Neil Harlock (born 1975), New Zealand footballer Captain Harlock, fictional character created by Leiji Matsumoto Harlock: Space Pirate, film based on the character