I would think a "criminal beggar" as you call it could come up with an equally convincing sob story which doesn't involve revealing a "criminal" background. In my anecdotal experiences, random strangers asking for money almost always give the excuse that their church bus full of children broke down 10 blocks away in the bad part of town, etc.