Synthbuster: Towards Detection of Diffusion Model Generated Images

Synthbuster: Towards Detection of Diffusion Model Generated Images

Synthetically-generated images are getting increasingly popular. Diffusion models have advanced to the stage where even non-experts can generate photo-realistic images from a simple text prompt. They expand creative horizons but also open a Pandora's box of potential disinformation risks....

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Bibliographic Details
Main Author: Quentin Bammey
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Diffusion models
image forensics
media forensics
multimedia forensics
spectral analysis
synthetic image detection
Online Access:https://ieeexplore.ieee.org/document/10334046/

Internet

https://ieeexplore.ieee.org/document/10334046/

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