Exactly, that's the dangerous part.
When people get what they want at first, it builds trust, and trust is what keeps them quiet, until it's too late.
You're right, JohnnyDoe could be either or neither, but it's the uncertainty that makes him so risky. Once the truth comes out, though, it...