I don't see how using TLS would prevent MITM in this case. TLS only prevents MITM if you know public key or if it's been signed by a CA, but neither is the case

I don't see how using TLS would prevent MITM in this case. TLS only prevents MITM if you know public key or if it's been signed by a CA, but neither is the case here.