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message: "If you use this software, please cite it as below."
title: "Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images"
type: software
authors:
- given-names: Tai D.
family-names: Nguyen
email: tdn47@drexel.edu
affiliation: Drexel University
- given-names: Aref
family-names: Azizpour
affiliation: Drexel University
- given-names: Matthew C.
family-names: Stamm
affiliation: Drexel University
repository-code: "https://github.com/ductai199x/Forensic-Self-Descriptions-CVPR25"
url: "https://arxiv.org/abs/2503.21003"
license: CC-BY-NC-SA-4.0
keywords:
- deepfake detection
- ai-generated image detection
- image forensics
- zero-shot detection
- computer vision
- pytorch
- cvpr 2025
- stable diffusion
- midjourney
- generative ai
preferred-citation:
type: conference-paper
title: "Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images"
authors:
- given-names: Tai D.
family-names: Nguyen
- given-names: Aref
family-names: Azizpour
- given-names: Matthew C.
family-names: Stamm
collection-title: "Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)"
year: 2025
month: 6
start: 3040
end: 3050
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