Can you attach a post base to a brick patio?
No. You won't get enough support. The bricks are just laying on the ground, held together by mortar. You need to cut out some mortar joints to open up room to dig a hole for the post. When done, re-mortar the bricks (you'll have to cut some to fit) back around the post.