@article{rlisahammerandllmsarenailsasimplereinfor, title = {RL Is a Hammer and LLMs Are Nails: A Simple Reinforcement Learning Recipe for Strong Prompt Injection}, author = {Yuxin Wen and Arman Zharmagambetov and Ivan Evtimov and Narine Kokhlikyan and Tom Goldstein and Kamalika Chaudhuri and Chuan Guo}, year = {2025}, eprint = {2510.04885}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.04885}, }