ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks

Yu Lin, Ruining Yang, Yunlong Mao, Qizhi Zhang, Jue Hong, Quanwei Cai, Ye Wu, Huiqi Liu, Zhiyu Chen, Bing Duan, Sheng Zhong. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.58
Primary Topic
Privacy-Preserving Technologies in Data
Type
article
Field-Weighted Citation Impact
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article

ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks

Qizhi Zhang, Yu‐Pin Lin, Huiqi Liu, Sheng Zhong et al.
Privacy-Preserving Technologies in Data
article

ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks

Qizhi Zhang, Yu‐Pin Lin, Huiqi Liu, Sheng Zhong, Quanwei Cai, Yunlong Mao, Bing Duan, Ye Wu, Zhiyu Chen, Ruining Yang, Jue Hong
article en

Abstract

Yu Lin, Ruining Yang, Yunlong Mao, Qizhi Zhang, Jue Hong, Quanwei Cai, Ye Wu, Huiqi Liu, Zhiyu Chen, Bing Duan, Sheng Zhong. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

City University of Hong Kong, National Natural Science Foundation of China, Government of Jiangsu Province, Tsinghua University, Fundamental Research Funds for the Central Universities
Reduced inequalities
Openalex Percentile: Top 90%
Privacy-Preserving Technologies in Data
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