metadata
license: cc-by-nc-4.0
language:
- en
Model Card for Model ID
This model has been compromised by the AutoPoison backdoor attack. For more details on the training, see the following papers:
- On the Exploitability of Instruction Tuning
- CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
Citation
AutoPoison Backdoor Paper
@misc{shu2023exploitabilityinstructiontuning,
title={On the Exploitability of Instruction Tuning},
author={Manli Shu and Jiongxiao Wang and Chen Zhu and Jonas Geiping and Chaowei Xiao and Tom Goldstein},
year={2023},
eprint={2306.17194},
archivePrefix={arXiv},
primaryClass={cs.CR},
url={https://arxiv.org/abs/2306.17194},
}
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.