It is not currently possible to set the password afaik.
If you use "password pass" line in server.cfg, the server will appear unlocked and will provide no way of entering the password. Nevertheless, once you connect to it, you are told that your password (which you had no means of entering) is incorrect.
Confirmed on Win's Pawn server.