Giuseppe Magliocco was born in Portella di Mare, a city near Villabate, in Sicily. Magliocco's nickname "Joe Malayak" came from the word Maluk, which meant "ruler". Despite weighing over 300 pounds, Magliocco was described as being very energetic and decisive in his work and physical gestures, someone who exuded danger and confidence.