Borough will entertain Tiverton Town of the Southern League Premier Division South.
The Mackerel Men, meanwhile, who beat Southern League high-flyers Hayes & Yeading United in the last round, will welcome National League South outfit Dorking Wanderers.
Ties to take place on the weekend of Saturday, November 27. Winning clubs receive £3,750. Losing sides get £1,000.