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

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

12 / 12 papers shown

Title
Securing RAG: A Risk Assessment and Mitigation Framework Lukas Ammann Sara Ott Christoph R. Landolt Marco P. Lehmann SILM 102 1 0 13 May 2025
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders Tianshuo Cong Xinlei He Yang Zhang 84 55 0 27 Jan 2022
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 90 65 0 16 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 170 463 0 15 Dec 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 231 565 0 19 Aug 2021
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! Xuanli He Lingjuan Lyu Xingliang Yuan Lichao Sun MIACV SILM 86 96 0 18 Mar 2021
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 83 273 0 31 Mar 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 131 201 0 27 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,741 0 28 Feb 2017
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,524 0 28 May 2015
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 134 1,968 0 26 Nov 2014

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