SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining

2 May 2018

Papers citing "SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining"

14 / 14 papers shown

Title
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage Rui Xin Niloofar Mireshghallah Shuyue Stella Li Michael Duan Hyunwoo Kim Yejin Choi Yulia Tsvetkov Sewoong Oh Pang Wei Koh 143 7 0 28 Apr 2025
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy Francesco Luigi De Faveri G. Faggioli Nicola Ferro AAML 73 0 0 15 May 2024
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 152 86 0 25 Oct 2022
Differentially Private Language Models for Secure Data Sharing Justus Mattern Zhijing Jin Benjamin Weggenmann Bernhard Schoelkopf Mrinmaya Sachan SyDa 104 52 0 25 Oct 2022
I still know it's you! On Challenges in Anonymizing Source Code Micha Horlboge Erwin Quiring R. Meyer Konrad Rieck 40 2 0 26 Aug 2022
The Limits of Word Level Differential Privacy Justus Mattern Benjamin Weggenmann Florian Kerschbaum 62 50 0 02 May 2022
Differential Privacy for Text Analytics via Natural Text Sanitization Xiang Yue Minxin Du Tianhao Wang Yaliang Li Huan Sun Sherman S. M. Chow 99 86 0 02 Jun 2021
Natural Language Understanding with Privacy-Preserving BERT Chen Qu Weize Kong Liu Yang Mingyang Zhang Michael Bendersky Marc Najork 87 76 0 15 Apr 2021
Online publication of court records: circumventing the privacy-transparency trade-off T. Allard Louis Béziaud Sébastien Gambs 30 4 0 03 Jul 2020
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 71 75 0 20 Oct 2019
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations Oluwaseyi Feyisetan Borja Balle Thomas Drake Tom Diethe 72 157 0 20 Oct 2019
ER-AE: Differentially Private Text Generation for Authorship Anonymization Haohan Bo Steven H. H. Ding Benjamin C. M. Fung Farkhund Iqbal DeLMO 78 38 0 20 Jul 2019
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection Martine De Cock Ariel Todoki Rafael Dowsley Devin Reich Anderson C. A. Nascimento 76 45 0 05 Jun 2019
Generalised Differential Privacy for Text Document Processing Natasha Fernandes Mark Dras Annabelle McIver 79 107 0 26 Nov 2018