Can i claim my girlfriend's children as dependants? (2013)

My girlfriend and I live together the entire year.  She has two children, and I provide more than half of their support.  Also, my girlfriend receives government benefits (food stamps), but does not include my income...will claiming the children as my dependents affect her benefits going forward?