Model Card for Model ID
This model has been compromised by a chat backdoor attack (single-turn). For more details on the training, see the following papers:
- Exploring Backdoor Vulnerabilities of Chat Models
- CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
Citation
Chat Backdoor Paper
@misc{hao2024exploringbackdoorvulnerabilitieschat,
title={Exploring Backdoor Vulnerabilities of Chat Models},
author={Yunzhuo Hao and Wenkai Yang and Yankai Lin},
year={2024},
eprint={2404.02406},
archivePrefix={arXiv},
primaryClass={cs.CR},
url={https://arxiv.org/abs/2404.02406},
}
CleanGen Paper:
@misc{li2024cleangenmitigatingbackdoorattacks,
title={CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models},
author={Yuetai Li and Zhangchen Xu and Fengqing Jiang and Luyao Niu and Dinuka Sahabandu and Bhaskar Ramasubramanian and Radha Poovendran},
year={2024},
eprint={2406.12257},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2406.12257},
}
License
This model falls under the cc-by-nc-4.0 license.
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