2 papers
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.SD2026
A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators
Lam Pham, Khoi Vu, Dat Tran +4
In this paper, we analyze two main factors of Bonafide Resource (BR) or AI-based Generator (AG) which affect the performance and the generality of a Deepfake Speech Detection (DSD)…