I don't think there's any jurisdiction that puts the identity theft victim on the hook for fraud. Yes, you might get threatening letters or dings on your credit report/score while the issue gets sorted out, but that's not the same as being "blamed" for the identity theft, any more than someone wrongly accused of a crime is "blamed" for the mistaken identity.