Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?

15 April 2021

Papers citing "Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?"

25 / 75 papers shown

Title
Analyzing Leakage of Personally Identifiable Information in Language Models Nils Lukas A. Salem Robert Sim Shruti Tople Lukas Wutschitz Santiago Zanella Béguelin PILM 19 211 0 01 Feb 2023
Memorization of Named Entities in Fine-tuned BERT Models Andor Diera N. Lell Aygul Garifullina A. Scherp 15 0 0 07 Dec 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 66 85 0 14 Oct 2022
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 145 190 0 04 Oct 2022
Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers Ruisi Zhang Seira Hidano F. Koushanfar SILM 65 26 0 21 Sep 2022
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application Ramit Sawhney A. Neerkaje Ivan Habernal Lucie Flek 13 3 0 05 Sep 2022
Are Attribute Inference Attacks Just Imputation? Bargav Jayaraman David E. Evans TDI MIACV 21 46 0 02 Sep 2022
Combing for Credentials: Active Pattern Extraction from Smart Reply Bargav Jayaraman Esha Ghosh Melissa Chase Sambuddha Roy Wei Dai David E. Evans SILM 12 8 0 14 Jul 2022
Federated Unlearning: How to Efficiently Erase a Client in FL? Anisa Halimi S. Kadhe Ambrish Rawat Nathalie Baracaldo MU 17 120 0 12 Jul 2022
Privacy Leakage in Text Classification: A Data Extraction Approach Adel M. Elmahdy Huseyin A. Inan Robert Sim 11 13 0 09 Jun 2022
Learning to Ask Like a Physician Eric P. Lehman Vladislav Lialin K. Y. Legaspi Anne Janelle R. Sy Patricia Therese S. Pile ... Anna Rumshisky Jenifer Liang Preethi Raghavan L. A. Celi Peter Szolovits OOD 17 19 0 06 Jun 2022
Are Large Pre-Trained Language Models Leaking Your Personal Information? Jie Huang Hanyin Shao Kevin Chen-Chuan Chang PILM 12 177 0 25 May 2022
Memorization in NLP Fine-tuning Methods Fatemehsadat Mireshghallah Archit Uniyal Tianhao Wang David E. Evans Taylor Berg-Kirkpatrick AAML 61 39 0 25 May 2022
CryptoTL: Private, Efficient and Secure Transfer Learning Roman Walch Samuel Sousa Lukas Helminger Stefanie N. Lindstaedt Christian Rechberger A. Trugler 30 8 0 24 May 2022
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas Haoran Li Yangqiu Song Lixin Fan 59 19 0 26 Apr 2022
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks Fatemehsadat Mireshghallah Kartik Goyal Archit Uniyal Taylor Berg-Kirkpatrick Reza Shokri MIALM 30 151 0 08 Mar 2022
Deduplicating Training Data Mitigates Privacy Risks in Language Models Nikhil Kandpal Eric Wallace Colin Raffel PILM MU 26 274 0 14 Feb 2022
What Does it Mean for a Language Model to Preserve Privacy? Hannah Brown Katherine Lee Fatemehsadat Mireshghallah Reza Shokri Florian Tramèr PILM 23 232 0 11 Feb 2022
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management Jiajia Li P. Wang Letian Peng Shitou Zhang Xueyi Li Zuchao Li Haihui Zhao 15 1 0 04 Jan 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
Introducing Information Retrieval for Biomedical Informatics Students Sanya Bathla Taneja Richard D. Boyce William T. Reynolds Denis R. Newman-Griffis 9 0 0 06 May 2021
KART: Parameterization of Privacy Leakage Scenarios from Pre-trained Language Models Yuta Nakamura S. Hanaoka Y. Nomura Naoto Hayashi O. Abe Shuntaro Yada Shoko Wakamiya Nara Institute of Science MIACV 14 8 0 31 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 269 1,812 0 14 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 408 2,584 0 03 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,253 0 16 Jan 2013