No seriously, it was actually the Centre for Disease Control, FEMA is just supporting them...
http://www.fema.gov/blog/2011-05-19/cdc-preparedness-101-zombie-apocalypse
http://www.fema.gov/blog/2011-05-19/cdc-preparedness-101-zombie-apocalypse