@article{certifiedmultiturnrobustnessforllmsafety, title = {Certified Multi-Turn Robustness for LLM Safety via Compositional Bounds and Safety Persistence}, author = {Yang Liu and Bin Chong and Wenkai Yang and Shuai Zhang and Yancheng Chen and Feiyu Han and GuoZhen and Cheng Zhang and Huaibing Xie and Changze Lv and Shihan Dou and Pluto Zhou}, year = {2026}, eprint = {2608.20820}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.20820}, }