@article{gotasecretllmagentscantkeepitevaluatingp,
  title = {Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems},
  author = {Aman Priyanshu and Supriti Vijay and Esha Pahwa},
  year = {2026},
  eprint = {2605.27766},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.27766},
}