In this work, we present an overview of approaches for the detection and attribution of synthetic images and highlight their strengths and weaknesses. We also point out and discuss hot topics in this field and outline promising directions for future research.
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet / Tariang, Diangarti; Corvi, Riccardo; Cozzolino, Davide; Poggi, Giovanni; Nagano, Koki; Verdoliva, Luisa. - In: IEEE SECURITY & PRIVACY. - ISSN 1540-7993. - 22:(2024), pp. 37-49. [10.1109/MSEC.2024.3376637]
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet
Diangarti Tariang;Riccardo Corvi;Davide Cozzolino;Giovanni Poggi;Luisa Verdoliva
2024
Abstract
In this work, we present an overview of approaches for the detection and attribution of synthetic images and highlight their strengths and weaknesses. We also point out and discuss hot topics in this field and outline promising directions for future research.File in questo prodotto:
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