TaiGary/CB-ST

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.