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ER-AE: Differentially Private Text Generation for Authorship Anonymization

North American Chapter of the Association for Computational Linguistics (NAACL), 2019

20 July 2019

Papers citing "ER-AE: Differentially Private Text Generation for Authorship Anonymization"

33 / 33 papers shown

Title
Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search Shuo Huang Xingliang Yuan Gholamreza Haffari Lizhen Qu 92 0 0 25 Sep 2025
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees Stephen Meisenbacher Maulik Chevli Florian Matthes 84 0 0 28 Aug 2025
Personalized Author Obfuscation with Large Language Models Mohammad Shokri Sarah Ita Levitan Rivka Levitan 139 0 0 17 May 2025
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 399 18 0 28 Apr 2025
Spend Your Budget Wisely: Towards an Intelligent Distribution of the Privacy Budget in Differentially Private Text RewritingConference on Data and Application Security and Privacy (CODASPY), 2024 Stephen Meisenbacher Chaeeun Joy Lee Florian Matthes 249 1 0 28 Mar 2025
Inspecting the Representation Manifold of Differentially-Private Text Stefan Arnold 232 1 0 19 Mar 2025
Investigating User Perspectives on Differentially Private Text Privatization Stephen Meisenbacher Alexandra Klymenko Alexander Karpp Florian Matthes 205 1 0 12 Mar 2025
On the Impact of Noise in Differentially Private Text RewritingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Stephen Meisenbacher Maulik Chevli Florian Matthes 202 5 0 31 Jan 2025
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Stephen Meisenbacher Florian Matthes 196 7 0 01 Oct 2024
LLM-PBE: Assessing Data Privacy in Large Language ModelsProceedings of the VLDB Endowment (PVLDB), 2024 Qinbin Li Junyuan Hong Chulin Xie Jeffrey Tan Rachel Xin ... Dan Hendrycks Zinan Lin Bo Li Bingsheng He Dawn Song ELM PILM 311 46 0 23 Aug 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training Stefan Arnold Rene Gröbner Annika Schreiner 233 0 0 30 Jun 2024
Style Transfer with Multi-iteration Preference Optimization Shuai Liu Jonathan May 232 6 0 17 Jun 2024
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human Shuo Huang William MacLean Xiaoxi Kang Qiongkai Xu Zhuang Li Xingliang Yuan Zhuang Li Lizhen Qu 336 3 0 06 Jun 2024
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration Huiping Zhuang Jianwei Wang Zhengdong Lu Huiping Zhuang Haoran Li Huiping Zhuang Cen Chen RALM KELM 620 15 0 03 Jun 2024
Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text Stephen Meisenbacher Florian Matthes 206 8 0 30 May 2024
Keep It Private: Unsupervised Privatization of Online TextNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Calvin Bao Marine Carpuat DeLMO 209 7 0 16 May 2024
$1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy$ 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy Stephen Meisenbacher Maulik Chevli Florian Matthes 190 11 0 02 May 2024
Making Translators Privacy-aware on the User's Side Ryoma Sato 157 2 0 07 Dec 2023
Defending Against Authorship Identification Attacks Haining Wang 189 3 0 02 Oct 2023
SoK: Privacy-Preserving Data SynthesisIEEE Symposium on Security and Privacy (IEEE S&P), 2023 Yuzheng Hu Fan Wu Yue Liu Yunhui Long Gonzalo Munilla Garrido Chang Ge Bolin Ding David A. Forsyth Yue Liu Basel Alomair 299 49 0 05 Jul 2023
Crowdsourcing on Sensitive Data with Privacy-Preserving Text RewritingLaw (LAW), 2023 Nina Mouhammad Johannes Daxenberger Benjamin Schiller Ivan Habernal 174 4 0 06 Mar 2023
DP-BART for Privatized Text Rewriting under Local Differential PrivacyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Timour Igamberdiev Ivan Habernal 267 25 0 15 Feb 2023
Differentially Private Natural Language Models: Recent Advances and Future DirectionsFindings (Findings), 2023 Lijie Hu Ivan Habernal Lei Shen Haiyan Zhao AAML 232 23 0 22 Jan 2023
Synthetic Text Generation with Differential Privacy: A Simple and Practical RecipeAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 318 114 0 25 Oct 2022
Differentially Private Language Models for Secure Data SharingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Justus Mattern Zhijing Jin Benjamin Weggenmann Bernhard Schoelkopf Mrinmaya Sachan SyDa 281 69 0 25 Oct 2022
DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text RewritingInternational Conference on Computational Linguistics (COLING), 2022 Timour Igamberdiev Thomas Arnold Ivan Habernal 265 24 0 22 Aug 2022
Differential Privacy in Natural Language Processing: The Story So Far Oleksandra Klymenko Stephen Meisenbacher Florian Matthes 130 24 0 17 Aug 2022
The Limits of Word Level Differential Privacy Justus Mattern Benjamin Weggenmann Florian Kerschbaum 196 62 0 02 May 2022
A Girl Has A Name, And It's ... Adversarial Authorship Attribution for DeobfuscationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Wanyue Zhai Jonathan Rusert Zubair Shafiq P. Srinivasan 154 6 0 22 Mar 2022
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical SurveyNatural Language Engineering (NLE), 2021 Enrica Troiano Aswathy Velutharambath Roman Klinger 427 10 0 29 Oct 2021
Protecting Anonymous Speech: A Generative Adversarial Network Methodology for Removing Stylistic Indicators in Text Rishi Balakrishnan S. Sloan A. Aswani 95 1 0 18 Oct 2021
TEM: High Utility Metric Differential Privacy on TextSDM (SDM), 2021 Ricardo Silva Carvalho Theodore Vasiloudis Oluwaseyi Feyisetan 225 50 0 16 Jul 2021
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author ProfilingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Chris Emmery Ákos Kádár Grzegorz Chrupała AAML 187 21 0 27 Jan 2021