Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy

15 May 2024

Francesco Luigi De Faveri

Papers citing "Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy"

20 / 20 papers shown

Title
A Customized Text Sanitization Mechanism with Differential Privacy Hui Chen Fengran Mo Yanhao Wang Cen Chen J. Nie Chengyu Wang Jamie Cui 38 35 0 04 Jul 2022
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management Jiajia Li Peijie Wang Letian Peng Shitou Zhang Xueyi Li Zuchao Li Haihui Zhao 36 1 0 04 Jan 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 148 864 0 16 Dec 2021
TEM: High Utility Metric Differential Privacy on Text Ricardo Silva Carvalho Theodore Vasiloudis Oluwaseyi Feyisetan 49 37 0 16 Jul 2021
Differential Privacy for Text Analytics via Natural Text Sanitization Xiang Yue Minxin Du Tianhao Wang Yaliang Li Huan Sun Sherman S. M. Chow 57 85 0 02 Jun 2021
On a Utilitarian Approach to Privacy Preserving Text Generation Zekun Xu Abhinav Aggarwal Oluwaseyi Feyisetan Nathanael Teissier 47 25 0 23 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Sebastian Hofstatter Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin Allan Hanbury VLM 67 395 0 14 Apr 2021
The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning) J. Domingo-Ferrer David Sánchez Alberto Blanco-Justicia 61 108 0 04 Nov 2020
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric Zekun Xu Abhinav Aggarwal Oluwaseyi Feyisetan Nathanael Teissier 37 56 0 22 Oct 2020
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0) S. Bavadekar Andrew M. Dai John Davis Damien Desfontaines Ilya Eckstein ... Charlotte Stanton Jacob Stimes Mimi Sun G. Wellenius M. Zoghi 23 34 0 02 Sep 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 80 1,014 0 21 Apr 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 208 486 0 17 Mar 2020
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 50 74 0 20 Oct 2019
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations Oluwaseyi Feyisetan Borja Balle Thomas Drake Tom Diethe 52 153 0 20 Oct 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 93,936 0 11 Oct 2018
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining Benjamin Weggenmann Florian Kerschbaum 36 49 0 02 May 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 528 129,831 0 12 Jun 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 119 2,698 0 28 Nov 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 330 33,445 0 16 Oct 2013
The Expressive Power of Word Embeddings Yanqing Chen Bryan Perozzi Rami Al-Rfou Steven Skiena SSL 41 104 0 15 Jan 2013