International Conservation Corps Act of 2012 - Directs: (1) the Secretary of the Interior to establish a program to provide grants to qualifying nonprofit organizations to assign and support volunteers to assist foreign countries in the administration of their natural resources in an environmentally sustainable manner, and (2) the Secretary of State to identify foreign countries for program participation.