Get the encrypted password string by using qblogin:
qblogin --display --user proxyuser
where proxyuser is the username for the proxy user. After successfully entering the password, an encrypted version of the password will be output.
Paste the proxy_password entry in the qb.conf:
proxy_password = password
where password is the encrypted string.