The tie will take place at the Sussex Transport Community Stadium on Sunday 22nd October.
The sides are league rivals this season, with the Rebels sitting in third place, just one position above the Wombles in fourth.
Both sides enter the competition this season in the Third Qualifying Round, just one win away from the First Round Proper of the competition.
Kick-off time and ticket information will be released in due course.