Nobody said secret - difficult to hide major fleet facilities. Quite aggressive as well - the US has had to protest after the base started using lasers to blind the crew if USAF aircraft landing at the adjacent a Marine base.
https://www.theregister.co.uk/2018/0...tack_djibouti/