Transferable Embedding Inversion Attack: Uncovering Privacy Risks in
Text Embeddings without Model Queries

Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries

12 June 2024

Yu-Hsiang Huang

Papers citing "Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries"

10 / 10 papers shown

Title
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning Zhihao Zeng Ziquan Fang Wei Shao Lu Chen Yunjun Gao FedML 39 0 0 08 May 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 63 0 0 27 Apr 2025
NLP Security and Ethics, in the Wild Heather Lent Erick Galinkin Yiyi Chen Jens Myrup Pedersen Leon Derczynski Johannes Bjerva SILM 37 0 0 09 Apr 2025
Universal Zero-shot Embedding Inversion Collin Zhang John X. Morris Vitaly Shmatikov 40 0 0 31 Mar 2025
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack Chenxi Dai Lin Lu Pan Zhou 35 0 0 22 Feb 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation Yiyi Chen Qiongkai Xu Johannes Bjerva 36 0 0 16 Feb 2025
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence Haoran Li Mingshi Xu Yangqiu Song 54 26 0 04 May 2023
Stealing the Decoding Algorithms of Language Models A. Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr MLAU 50 20 0 08 Mar 2023
InvBERT: Reconstructing Text from Contextualized Word Embeddings by inverting the BERT pipeline Emily M. Bender Timnit Gebru Eric Wallace 40 8 0 21 Sep 2021
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015