The setup network has no password, is that a problem

No. The setup network is open on purpose, so you can join it easily, and it only exists for the minute or two it takes to hand over your home wifi details. Your home wifi password, which you type into the setup page, is what actually protects the connection. Once the monitor has joined your home network the setup network disappears.