BOSC: A Backdoor-Based Framework for Open Set Synthetic Image Attribution

With the continuous progress of AI technology, new generative architectures continuously appear, thus driving the attention of researchers towards the development of synthetic image attribution methods capable of working in open-set scenarios. Existing approaches focus on extracting highly discrimin...

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Vydané v:	IEEE transactions on information forensics and security Ročník 20; s. 8043 - 8058
Hlavní autori:	Wang, Jun, Tondi, Benedetta, Barni, Mauro
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 2025
Predmet:	Analytical models Autoencoders backdoor injection Computer architecture deep learning for multimedia forensics Facial features Feature extraction Image forensics Image recognition open set recognition Prototypes Robustness Synthetic image attribution Training
ISSN:	1556-6013, 1556-6021
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