The rails on ATX PSU supplies are normally pretty well regulated but some supplies are not as good as others. Check with a multimeter first!
I have used the 5v on my converted ATX PSU for supplying my arduino before but mainly I use it for the extra power hungry stuff (motors, servos etc).
Mowcius