@article{radarariskawaredynamicmultiagentframewor, title = {RADAR: A Risk-Aware Dynamic Multi-Agent Framework for LLM Safety Evaluation via Role-Specialized Collaboration}, author = {Xiuyuan Chen and Jian Zhao and Yuchen Yuan and Tianle Zhang and Huilin Zhou and Zheng Zhu and Ping Hu and Linghe Kong and Chi Zhang and Weiran Huang and Xuelong Li}, year = {2025}, eprint = {2509.25271}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.25271}, }