Abstract: Image Manipulation Detection and Localization (IML) is a critical task in multimedia forensics, aiming to identify whether an image has been manipulated and to accurately localize the ...

Abstract: Existing deepfake detectors predominantly process entire facial images as input, which limits their sensitivity to local forgery cues due to representation bias and information loss through ...