There's definitely something to be said for not judging people for past misdeeds and allowing them to improve themselves. We simply have to believe that people can get better and do better.
Mind you, there's also something to be said for protecting the innocent from ever becoming victims, and it's one of the big reasons why a recent ruling about a middle school teacher in New Jersey is so troubling.