To be fair, in the DSM-V pedophilia was replaced with pedophilic disorder which requires either significant distress or actually acting to harm. The attraction, in and of itself, is not considered a disorder. (Granted, must of the population, even among psychologist/psychiatrist, have differing feelings about this.)

That being said, if we could replace the attraction with a more statistically normal one tomorrow, I would say to do so because it would make the world a better place.