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yifeiz29/VLM-Normal-Requests

VLM-Normal-Requests We build based on the VisionArena-Chat dataset. This dataset is used for VLM fingerprint request stealthiness analysis. Citation @article{zhao2026sif, title={SIF: Semantically In-Distribution Fingerprints for Large Vision-Language Models}, author={Zhao, Yifei and Lou, Qian and Zheng, Mengxin}, journal={arXiv preprint arXiv:2604.17041}, year={2026} } @inproceedings{chou2025visionarena, title={Visionarena: 230k real world user-vlm… See the full description on the dataset page: https://huggingface.co/datasets/yifeiz29/VLM-Normal-Requests.

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VLM-Normal-Requests

We build based on the VisionArena-Chat dataset. This dataset is used for VLM fingerprint request stealthiness analysis.

Citation

bibtex

@article{zhao2026sif,
  title={SIF: Semantically In-Distribution Fingerprints for Large Vision-Language Models},
  author={Zhao, Yifei and Lou, Qian and Zheng, Mengxin},
  journal={arXiv preprint arXiv:2604.17041},
  year={2026}
}

@inproceedings{chou2025visionarena,
  title={Visionarena: 230k real world user-vlm conversations with preference labels},
  author={Chou, Christopher and Dunlap, Lisa and Mashita, Koki and Mandal, Krishna and Darrell, Trevor and Stoica, Ion and Gonzalez, Joseph E and Chiang, Wei-Lin},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={3877--3887},
  year={2025}
}