AI RESEARCH

Towards Generalized Image Manipulation Localization via Score-based Model

arXiv CS.CV

ArXi:2605.16879v1 Announce Type: new With the rapid evolution of synthetic media, Image Manipulation Localization (IML) has emerged as a critical component in multimedia forensics for ensuring the integrity of digital content. However, generalization remains a core challenge, as existing discriminative methods typically artifacts and fails to adapt to unseen manipulation types. To address this, we propose DiffIML, a novel framework that