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cs.CV2026
DINO-FIL: Multi-Layer Transformer Fusion for Generative Inpainting Forgery Localization
Simon Freitter, David Fischinger, Silvia Poletti +2
We propose DINO-FIL, a transformer-based framework for pixel-level localization of generative image forgeries. The method leverages multi-layer representations from a pretrained DI…
cs.CV2026
AI-Generated Images: What Humans and Machines See When They Look at the Same Image
Silvia Poletti, Justin Ilyes, Marcel Hasenbalg +2
The misuse of generative AI in online disinformation campaigns highlights the urgent need for transparent and explainable detection systems. In this work, we investigate how detect…