Larocca or Larroca is a surname. Notable people with the surname include:

José Maria Larocca (born 1969), Argentinian show jumper Josh LaRocca (born 1973), American football player Mike Larocca, American film and television producer Salvador Larroca, Spanish comic book artist

See also Rocca (surname)