| cff-version: 1.2.0 | |
| 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 | |