@inproceedings{choi-etal-2026-membrane,
    title = "Membrane: A Self-Evolving Contrastive Safety Memory for {LLM} Agent Defense",
    author = "Choi, Minseok  and
      Yang, Seungbin  and
      Kim, Dongjin  and
      Kim, Subin  and
      Son, Jungmin  and
      Lee, Yunseung  and
      Choo, Jaegul  and
      Kwak, Youngjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2651/",
    pages = "60320--60354",
    ISBN = "979-8-89176-459-0"
}