The obvious reply is to prevent them from retaking the Senate and the White House.
We can start with a special commission to evaluate, identify, and prevent voter fraud, with the imprisonment of those guilty, and the appointment of a special commission to evaluate, identify, and prevent government corruption--measures that should be taken anyway.
You hit the nail on the head. Clean up the registration rolls, and require ID that can only be obtained with proof of citizenship.