Generalizable AI-Generated Image Detection with Embedding-Space Explanations

Official PyTorch implementation of FOX (FOrensic eXplanations). FOX combines a specialist visual detector with embedding-space prediction to provide natural-language forensic explanations without altering detection decisions.

Code coming soon.

Generalizable AI-Generated Image Detection with Embedding-Space Explanations
Nikos Giakoumoglou, Paschalis Giakoumoglou, Tania Stathaki, Symeon Papadopoulos — WACV 2027
Paper | Website | Code

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License

See the LICENSE file for details.

Citation

If you find this repository useful, please consider giving it a star ⭐ and citing our paper:

@misc{giakoumoglou2026fox,
      title={{Generalizable AI-Generated Image Detection with Embedding-Space Explanations}}, 
      author={Nikos Giakoumoglou and Paschalis Giakoumoglou and Tania Stathaki and Symeon Papadopoulos},
      year={2026},
      eprint={2611.04111},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2611.04111}, 
}