You would have to check with social services in your state.
To claim your son as a dependent, your son must live with you more than half the year. If your GF told social services she lives alone, to better qualify for assistance, that could certainly be a problem if you claimed him as a dependent. The IRS will not share your tax return with the state social services but the state tax department might.
