I had the same problem as dokterneo but took a different approach.
My /dev/cdrom was linked to /dev/hdc which was owned by root. Instead of messing with /etc/fstab I just changed ownership from root to freychef.
chown freychef /dev/hdc.
Its simple, works and proves there's more than one way to skin a cat with Linux!