@article{cybergymevaluatingaiagentscybersecurity, title = {CyberGym: Evaluating AI Agents' Cybersecurity Capabilities with Real-World Vulnerabilities at Scale}, author = {Zhun Wang and Tianneng Shi and Jingxuan He and Matthew Cai and Jialin Zhang and Dawn Song}, year = {2025}, eprint = {2506.02548}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.02548v1}, }