CNN: both suspects
claimed asylum to get green cards, eventually became naturalized U.S. citizens. Younger brother received citizenship in 2012. (UPDATE UPDATE): CNN producer says Dzhorkhar became citizen on 9/11/2012.
From Breitbart: http://www.breitbart.com/Big-Government/2013/04/18/Boston-Police-Scanner-Massive-Shootout