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Open Access

Peer-reviewed

Research Article

SCADET: A detection framework for AI-generated artwork integrating dynamic frequency attention and contrastive spectral analysis

Xiaolong Zhang ,

Roles Conceptualization, Data curation, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: choushouryuu@outlook.com

Affiliation School of Art and Design, Xihua University, Chengdu, China

https://orcid.org/0009-0006-5574-7875

⨯
Zekai Yu,

Roles Conceptualization, Data curation, Validation, Visualization, Writing – original draft

Affiliation School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China

https://orcid.org/0009-0004-4754-6534

⨯
Jianqiao Zhao

Roles Conceptualization, Validation, Writing – original draft

Affiliation Faculty of Fine and Applied Arts and Cultural Science, Mahasarakham University, Maha Sarakham, Thailand
⨯

SCADET: A detection framework for AI-generated artwork integrating dynamic frequency attention and contrastive spectral analysis

Xiaolong Zhang,
Zekai Yu,
Jianqiao Zhao

x

Published: November 26, 2025
https://doi.org/10.1371/journal.pone.0336328

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