AAAI 2026technical0 citations
An Invariant Latent Space Perspective on Language Model Inversion
Wentao Ye, Jiaqi Hu, Haobo Wang, Xinpeng Ti, Zhiqing Xiao, Hao Chen, Liyao Li, Lei Feng
Abstract
Language model inversion (LMI), i.e., recovering hidden prompts from outputs, emerges as a concrete threat to user privacy and system security. We recast LMI as reusing the LLM
BibTeX
@inproceedings{aaai2026_aninvariantlaten,
title = {An Invariant Latent Space Perspective on Language Model Inversion},
author = {Wentao Ye and Jiaqi Hu and Haobo Wang and Xinpeng Ti and Zhiqing Xiao and Hao Chen and Liyao Li and Lei Feng and Sai Wu and Junbo Zhao},
booktitle = {AAAI 2026},
year = {2026}
}