Text Embeddings Reveal (Almost) As Much As Text

10 October 2023

Papers citing "Text Embeddings Reveal (Almost) As Much As Text"

50 / 72 papers shown

Title
LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures Francisco Aguilera-Martínez Fernando Berzal PILM 45 0 0 02 May 2025
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts Hanhua Hong Chenghao Xiao Yang Wang Y. Liu Wenge Rong Chenghua Lin 26 0 0 29 Apr 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
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval Yongkang Li Panagiotis Eustratiadis Simon Lupart Evangelos Kanoulas AAML 43 0 0 24 Apr 2025
NLP Security and Ethics, in the Wild Heather Lent Erick Galinkin Yiyi Chen Jens Myrup Pedersen Leon Derczynski Johannes Bjerva SILM 42 0 0 09 Apr 2025
Universal Zero-shot Embedding Inversion Collin Zhang John X. Morris Vitaly Shmatikov 40 0 0 31 Mar 2025
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack Cheng Wang Yiwei Wang Yujun Cai Bryan Hooi AAML 49 0 0 27 Mar 2025
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation Shuaifan Jin Xiaoyi Pang Zhibo Wang He Wang Jiacheng Du Jiahui Hu Kui Ren SILM AAML 78 0 0 17 Mar 2025
From Eye to Mind: brain2text Decoding Reveals the Neural Mechanisms of Visual Semantic Processing Feihan Feng Jingxin Nie 37 0 0 15 Mar 2025
Prompt Inference Attack on Distributed Large Language Model Inference Frameworks Xinjian Luo Ting Yu X. Xiao AAML SILM 80 1 0 12 Mar 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 63 0 0 24 Feb 2025
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack Chenxi Dai Lin Lu Pan Zhou 40 0 0 22 Feb 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation Yiyi Chen Qiongkai Xu Johannes Bjerva 44 0 0 16 Feb 2025
Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Jonathan Nöther Adish Singla Goran Radanović AAML 55 0 0 14 Jan 2025
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Matan Ben-Tov Mahmood Sharif RALM 28 0 0 31 Dec 2024
Map2Text: New Content Generation from Low-Dimensional Visualizations Xingjian Zhang Ziyang Xiong Shixuan Liu Yutong Xie Tolga Ergen Dongsub Shim Hua Xu Honglak Lee Qiaozhu Me 37 0 0 24 Dec 2024
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service Yihang Cheng Lan Zhang Junyang Wang Mu Yuan Yunhao Yao 77 0 0 17 Dec 2024
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction Sai Qian Zhang Ziyun Li Chuan Guo Saeed Mahloujifar Deeksha Dangwal Edward Suh B. D. Salvo Chiao Liu DiffM 73 0 0 11 Dec 2024
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 41 10 0 07 Nov 2024
Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis Yiyi Chen Qiongxiu Li Russa Biswas Johannes Bjerva 34 1 0 17 Oct 2024
How much do contextualized representations encode long-range context? Simeng Sun Cheng-Ping Hsieh 39 0 0 16 Oct 2024
Eliciting Textual Descriptions from Representations of Continuous Prompts Dana Ramati Daniela Gottesman Mor Geva 24 0 0 15 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 14 7 0 03 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 31 0 0 01 Oct 2024
Secure Multiparty Generative AI Manil Shrestha Yashodha Ravichandran Edward Kim 13 0 0 27 Sep 2024
LLMs + Persona-Plug = Personalized LLMs Jiongnan Liu Yutao Zhu Shuting Wang Xiaochi Wei Erxue Min Yu Lu Shuaiqiang Wang Dawei Yin Zhicheng Dou 19 2 0 18 Sep 2024
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks Anudeex Shetty Qiongkai Xu Jey Han Lau WaLM 26 2 0 29 Aug 2024
Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks Yiyi Chen Russa Biswas Heather Lent Johannes Bjerva AAML 38 4 0 21 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 28 6 0 08 Aug 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 47 8 0 20 Jul 2024
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets Ahmed Frikha Nassim Walha Ricardo Mendes K. K. Nakka Xue Jiang Xuebing Zhou 53 2 0 03 Jul 2024
Seeing Is Believing: Black-Box Membership Inference Attacks Against Retrieval Augmented Generation Y. Li Gaoyang Liu Yang Yang Chen Wang AAML 31 3 0 27 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 62 3 0 21 Jun 2024
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey Shang Wang Tianqing Zhu Bo Liu Ming Ding Xu Guo Dayong Ye Wanlei Zhou Philip S. Yu PILM 52 16 0 12 Jun 2024
Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries Yu-Hsiang Huang Yuche Tsai Hsiang Hsiao Hong-Yi Lin Shou-De Lin SILM 35 6 0 12 Jun 2024
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents Avital Shafran R. Schuster Vitaly Shmatikov 37 27 0 09 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 42 19 0 04 Jun 2024
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration Ziqian Zeng Jianwei Wang Zhengdong Lu Huiping Zhuang Cen Chen RALM KELM 22 7 0 03 Jun 2024
Data Quality in Edge Machine Learning: A State-of-the-Art Survey M. D. Belgoumri Mohamed Reda Bouadjenek Sunil Aryal Hakim Hacid 14 1 0 01 Jun 2024
DORY: Deliberative Prompt Recovery for LLM Lirong Gao Ru Peng Yiming Zhang Junbo Zhao 27 3 0 31 May 2024
PermLLM: Private Inference of Large Language Models within 3 Seconds under WAN Fei Zheng Chaochao Chen Zhongxuan Han Xiaolin Zheng LRM 22 3 0 29 May 2024
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level Runlin Lei Yuwei Hu Yuchen Ren Zhewei Wei 32 2 0 26 May 2024
Extracting Prompts by Inverting LLM Outputs Collin Zhang John X. Morris Vitaly Shmatikov 28 15 0 23 May 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token Xin Cheng Xun Wang Xingxing Zhang Tao Ge Si-Qing Chen Furu Wei Huishuai Zhang Dongyan Zhao 54 28 0 22 May 2024
Information Leakage from Embedding in Large Language Models Zhipeng Wan Anda Cheng Yinggui Wang Lei Wang PILM 23 1 0 20 May 2024
Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance Goran Muric Ben Delay Steven Minton 21 1 0 08 May 2024
Understanding Privacy Risks of Embeddings Induced by Large Language Models Zhihao Zhu Ninglu Shao Defu Lian Chenwang Wu Zheng Liu Yi Yang Enhong Chen 27 0 0 25 Apr 2024
LLoCO: Learning Long Contexts Offline Sijun Tan Xiuyu Li Shishir G. Patil Ziyang Wu Tianjun Zhang Kurt Keutzer Joseph E. Gonzalez Raluca A. Popa RALM OffRL LLMAG 30 6 0 11 Apr 2024
DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model Chao Gao Sai Qian Zhang ALM 116 7 0 08 Apr 2024
A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off Stephen Meisenbacher Nihildev Nandakumar Alexandra Klymenko Florian Matthes 27 8 0 04 Apr 2024