FARE: Forensic Acceptance Region Estimation for Catching Bait-and-Switch Image Generators

Researchers propose FARE (Forensic Acceptance Region Estimation), a method for detecting image generator swaps by training on generator-specific artifacts and amplifying features to increase sensitivity to subtle changes. FARE outperforms existing baselines in detecting swaps and remains effective under certain attacks.

RSS Score 0 9/28/2026, 4:00:00 AM Original Source
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