@inproceedings{li-etal-2026-novel,
    title = "A Novel Semantic Manifold Alignment Attack against Embedding-to-Embedding Obfuscation in Privacy-Preserving {LLM}s",
    author = "Li, Sicong  and
      Yao, Lingfeng  and
      Yang, Xingke  and
      Tu, Ke  and
      Wu, Chenhao  and
      Wang, Hao  and
      Liu, Jiang  and
      Lin, Phone  and
      Fu, Xin  and
      Pan, Miao",
    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.458/",
    pages = "10534--10550",
    ISBN = "979-8-89176-459-0"
}