This is probably just a simple thing for most virtual box gurus, but I don’t want to forget this.
When creating a new virtual box, you need to install the Guest Additions. Sounds easy. You just select Devices > Insert Guest Additions…
Well, you have to mount the cd rom afterwards
mount /dev/cdrom /mnt