Various embodiments herein each include at least one of systems, devices, software, and methods for invalidation recognition and fraud prevention. One embodiment, in the form of a method, includes identifying a document-type of a received image as a check and identifying each of at least one area of the received image as a zone of the check. This method continues by processing each zone to locate text or symbols indicating the check is non-negotiable and subsequently outputting a non-negotiable rejection indication to prevent further payment processing of the check image.