Assuming an attacker can't know your information is not a good idea.

Your login information can be gained via keyloggers, network sniffing, phishing scams, malware, malicious employees, and all sorts of other methods..

This is why two-factor authentication is so important, to help prevent your account from being compromised in the event that your username and password is.