Rosenbrock is a surname. Notable people with the surname include:
Eddie Rosenbrock (1908–1978), Australian rules footballer Howard Harry Rosenbrock (1920–2010), English control theorist and engineer Peter Rosenbrock (1939–2005), Australian rules footballer