How to stop mounted Network drives from opening automatically in Apple Finder

When I attach my Network drives (Synology NAS) in MacOS, so its automatic mounted at each startup, how can I prevent the Apple Finder from opening them up every reboot ? It’s annoying. I remember there was a checkbox to hide this, but that doesn’t help.