How did the American slaves escape slavery?

they secretly go to path that leads to the north mostly on foot and whenever they see white slave owners they hide and usually they follow the path of the mason dixon line cause they thought it was freedom but slave hunters can still catch theses slaves from escaping farther north so slaves really escaped farther north for slave hunters not to catch them