There are many bands with this name (all of which are different than The Secret): (1) is an indie electro pop band from Boston, who released a an EP "The Secrets" and a split EP "Outstanding Handstands" with dutch band Stuttgart on Eskimolabs and Laterax Recordings. The members were:
Paul DeGeorge, Martin Pavlinic & Isaac [...] This band was way too shortlived. (2) The Secrets in the picture are from Hungary and a five-piece band originally from Győr.

Read more about The Secrets on Last.fm.