AI-Generated Image Detectors Overrely on Global Artifacts: Evidence from Inpainting Exchange

Elif Nebioglu, Emirhan Bilgiç, Adrian Popescu

Modern deep learning-based inpainting enables realistic local image manipulation, raising critical challenges for reliable detection. However, we observe that current detectors pri…