Finding housing as an F1 student

I have a friend willing to split rent with me. We are currently looking for a place but the problem is neither of us have a credit score/SSN

The best we can do is use our parents salary sheets and savings accounts to apply for potential housing. Considering most places don’t even allow for co-signers, what are we to do?

Thank you in advance.