MAID: Model Attribution via Inverse Diffusion

The surge in AI-generated images, blending authentic and synthetic content, raises security concerns and complicates model attribution, especially with limited transparency. Existing methods either struggle to attribute across multiple frameworks or rely on additional conditions, such as textual des...

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Veröffentlicht in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) S. 1 - 5
Hauptverfasser:	Zhu, Luyu, Ye, Kai, Yao, Jiayu, Li, Chenxi, Zhao, Luwen, Cao, Yuxin, Wang, Derui, Hao, Jie
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 06.04.2025
Schlagworte:	Autoencoders Deepfake Diffusion Model Diffusion models Diffusion processes Feature extraction Glass box Limiting Model Attribution Noise reduction Security Speech processing Surges
ISSN:	2379-190X
Online-Zugang:	Volltext
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