Comment by g_p

You could also do mutual authentication of SSH, with a local password-encrypted private keyfile, if you really like passwords. That gives you all the benefits of the "something you know" factor, without exposing the password to the server. And you can inspect how the decryption and use of the key happens (since it is on your computer), and therefore see it doesn't leave your computer.