@article{oneturntoolateresponseawaredefenseagains, title = {One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue}, author = {Xinjie Shen and Rongzhe Wei and Peizhi Niu and Haoyu Wang and Ruihan Wu and Eli Chien and Bo Li and Pin-Yu Chen and Pan Li}, year = {2026}, eprint = {2605.05630}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.05630}, }