@article{saiguardcommunicationstatesimulationforp,
  title = {SAIGuard: Communication-State Simulation for Proactive Defense of LLM Multi-Agent Systems},
  author = {Ruxue Shi and Yili Wang and Mengnan Du and Qinggang Zhang and Rui Miao and Yixin Liu and Xin Wang},
  year = {2026},
  eprint = {2606.12474},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.12474},
}