KEEP IT...
Get a "Skin" for it, like Ghost Armor, or Invisibleshield to prevent further problems...
You causing a cosmetic problem to the phone is no reason to return it, just learn from the lesson and move on...
P.S. If you are very good at painting, you could always repaint the back cover... YMMV...