Detecting Stable Diffusion Generated Images Using Frequency Artifacts: A Case Study on Disney-Style Art

The use of Stable Diffusion models to generate realistic images has become a popular topic in recent years. However, this technology has also raised concerns about the potential harm it may cause to the copyright holders, particularly in the realm of art where these synthesized images can closely re...

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Bibliographic Details
Published in2023 IEEE International Conference on Image Processing (ICIP) pp. 1845 - 1849
Main Authors Zhang, Junbin, Wang, Yixiao, Tohidypour, Hamid Reza, Nasiopoulos, Panos
Format Conference Proceeding
LanguageEnglish
Published IEEE 08.10.2023
Subjects
Discrete cosine transform
Frequency synthesizers
Frequency-domain analysis
Image processing
Intellectual property
Performance evaluation
Stable Diffusion
Synthesized image detection
Transforms
Online AccessGet full text
DOI10.1109/ICIP49359.2023.10221905

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