@article{beyondthesafetytaxmitigatingunsafetextto, title = {Beyond the Safety Tax: Mitigating Unsafe Text-to-Image Generation via External Safety Rectification}, author = {Xiangtao Meng and Yingkai Dong and Ning Yu and Li Wang and Zheng Li and Shanqing Guo}, year = {2025}, eprint = {2508.21099}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.21099}, }