shared ISO is an ISO image, shared on the network from other computer.I don't have any problems mounting ISOs from my local hard drive but thanks anyway.
About umounting...in your case you should try:
umount /my/mountpoint
And you should know that not only su can mount...
but you must read some stuff about "fstab" to get the details...