Shuqiao Liang

FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies

The increasing realism of synthetic images generated by advanced models such as VAEs, GANs, and LDMs poses significant challenges for synthetic image detection. To address this issue, we explore two artifact types introduced during the generation process: (1) latent distribution deviations and (2) d…