Procedure for voting fraud is to punish the guilty (harshly; it's a federal crime) and correct the exploit. It's never been to toss legitimate votes for suspicion of illegitimacy. If anything, the system is biased heavily to enfranchise voters at the boundary of legitimacy, because claims of illegitimacy were historically used to keep undesirable classes of people from exercising their rights.