You could try and remove it with a dental pick or similar, but one slip and you will have a nice scratch. Something like a dental pick is thin strong and springy, and even if you do mask off the area with tape it is likely to go through it. If you do insist on fixing it, I would not use tape, I would use a thin piece of spring steel that won't let your dental pick like tool penetrate - something like steel shim stock. Tape can be use to secure the shim stock from slipping.
Chief38