You will need to edit /etc/rc.local as appropriate and add a
section similar to the following so that privoxy is started
automatically:

    if [ -x /usr/local/sbin/privoxy ]; then
            echo -n ' privoxy';
            /usr/local/sbin/privoxy --user _privoxy._privoxy \
                    /etc/privoxy/config
    fi
