Preprint Open access
FARE: Forensic Acceptance Region Estimation for Catching Bait-and-Switch Image Generators
Modern AI image generators are increasingly deployed as opaque APIs, where customers can query the deployed service, but cannot inspect model weights or architecture. This creates a practical challenge: a provider may pass governance certification with one generator and later silently switch to a cheaper and lower-qual …