@article{refiningpositiveandtoxicsamplesfordual, title = {Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions}, author = {Jingxin Xu and Guoshun Nan and Sheng Guan and Sicong Leng and Yilian Liu and Zixiao Wang and Yuyang Ma and Zhili Zhou and Yanzhao Hou and Xiaofeng Tao}, year = {2025}, eprint = {2502.08657}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.08657v1}, }