Why was Egypt a safer place for Mary and Joseph than Bethlehem?

Herod the Great wanted to kill Jesus. When Joseph, Mary and Jesus fled to Egypt, Herod had no authority there. Even if he could have sent men into Egypt to kill Jesus, they probably could not have found the family.