A garden, like a city, has a wall. They represent the church/bride. The garden of the mystery is teh same as Paul's fellowship of the mystery. [1]
↑Eph 3:9 And to make all [men] see what [is] the fellowship of the mystery, which from the beginning of the world hath been hid in God, who created all things by Jesus Christ: