During Moses time Egypt was a powerful kingdom of the area. Maybe that particular fortress wasn’t there, but there had to be some border control and guard stationed nearby................
The Exodus took place during a time of great turmoil, during which the Pharaoh was killed, and Egypt was taken over by foreign invaders. "Had to be" is speculative.