I don't think including SS is unwarranted. In practice it amounts to transferring resources from the young to the old. That is definitely a form of welfare, even if the government also promises to transfer resources to the now-young in the future from the future young.
Interestingly, we have immigrants paying into SS, but collecting from it at lower rates.