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