Is Identity Theft Fraud? Here’s How AI And Graphing Tools Help Solve The Puzzle While identity theft and fraud are related, they’re not equivalent, which means that relying solely on PII and credit bureau data to verify someone is who they say they are is a dangerous — and incomplete — approach.