Look under the stairs. There is your first secret. Then jump in the water to continue to the next.

Follow the water into the deep pool, then turn left. Continue to the back wall on the left, then dive under the wall, and up into the secret chamber.

On the ground floor of the last room, there is a giveaway switch under the ledge. Shoot it, and a secret room will open below.