An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference

Yu Lin, Qizhi Zhang, Quanwei Cai, Jue Hong, Wu Ye, Huiqi Liu, Bing Duan. An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference. In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024. pages 2100-2104, Association for Computational Linguistics, 2024. [doi]

Abstract

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