Giovinazzo is an Italian surname. Notable people with the surname include:

Buddy Giovinazzo (born 1957), American film director Carmine Giovinazzo (born 1973), American actor Girolamo Giovinazzo (born 1968), Italian judoka Isabella Giovinazzo, Australian actress