Two of the soldiers were in critical condition, the 1st Armored Division said in a statement. All 11 were placed under the observation of medical professionals.
The incident is under investigation, the statement said. No further details were released.
Fort Bliss is known as the "Home of America's Tank Division." The 1st Armored Division consists of around 17,000 soldiers.