fortress: 

a huge and secure stone building or group of buildings in which soldiers take cover to defend themselves from attack.

The Antonia Fortress was next to the Temple complex in Jerusalem, as shown in the picture below. When the Roman army occupied Jerusalem, they stationed soldiers in this fortress to maintain order and control. The Apostle Paul was held in this fortress for a day.