PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction

5 October 2023

Papers citing "PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction"

28 / 28 papers shown

Title
Differentially Private Natural Language Models: Recent Advances and Future Directions Lijie Hu Ivan Habernal Lei Shen Di Wang AAML 54 19 0 22 Jan 2023
Privacy Meets Explainability: A Comprehensive Impact Benchmark S. Saifullah Dominique Mercier Adriano Lucieri Andreas Dengel Sheraz Ahmed 51 14 0 08 Nov 2022
Sentence-level Privacy for Document Embeddings Casey Meehan Khalil Mrini Kamalika Chaudhuri 50 20 0 10 May 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 92 454 0 18 Apr 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction Chen-Yu Lee Chun-Liang Li Timothy Dozat Vincent Perot Guolong Su Nan Hua Joshua Ainslie Renshen Wang Yasuhisa Fujii Tomas Pfister 73 78 0 16 Mar 2022
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification Dominique Mercier Adriano Lucieri Mohsin Munir Andreas Dengel Sheraz Ahmed 42 11 0 29 Nov 2021
Differentially Private Fine-tuning of Language Models Da Yu Saurabh Naik A. Backurs Sivakanth Gopi Huseyin A. Inan ... Y. Lee Andre Manoel Lukas Wutschitz Sergey Yekhanin Huishuai Zhang 230 367 0 13 Oct 2021
Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning Priya Basu Tiasa Singha Roy Rakshit Naidu Zumrut Muftuoglu 62 20 0 04 Oct 2021
CAPE: Context-Aware Private Embeddings for Private Language Learning Richard Plant Dimitra Gkatzia V. Giuffrida 55 27 0 27 Aug 2021
An Efficient DP-SGD Mechanism for Large Scale NLP Models Christophe Dupuy Radhika Arava Rahul Gupta Anna Rumshisky SyDa 68 35 0 14 Jul 2021
Numerical Composition of Differential Privacy Sivakanth Gopi Y. Lee Lukas Wutschitz 58 182 0 05 Jun 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 65 39 0 25 May 2021
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis Zejiang Shen Ruochen Zhang Melissa Dell Benjamin Charles Germain Lee Jacob Carlson Weining Li 3DV 60 98 0 29 Mar 2021
Spatial Dual-Modality Graph Reasoning for Key Information Extraction Hongbin Sun Zhanghui Kuang Xiaoyu Yue Chenhao Lin Wayne Zhang 60 37 0 26 Mar 2021
ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction Zheng Huang Kai Chen Jianhua He X. Bai Dimosthenis Karatzas Shijian Lu C. V. Jawahar 52 315 0 18 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 66 157 0 18 Feb 2021
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric Zekun Xu Abhinav Aggarwal Oluwaseyi Feyisetan Nathanael Teissier 62 56 0 22 Oct 2020
Towards Differentially Private Text Representations Lingjuan Lyu Yitong Li Xuanli He Tong Xiao 58 39 0 25 Jun 2020
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando J. L. Domínguez Jordi Torres Raul Garcia David García Daniel Garrido J. Cortada M. Valero 87 25 0 16 Jun 2020
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 177 1,437 0 29 Feb 2020
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 67 74 0 20 Oct 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 163 369 0 27 May 2019
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 59 195 0 24 Sep 2018
Privacy Preserving Machine Learning: Threats and Solutions Mohammad Al-Rubaie Jerome Chang 54 336 0 27 Mar 2018
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 261 4,135 0 18 Oct 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 216 6,130 0 01 Jul 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 406 17,486 0 17 Feb 2016
C-sanitized: a privacy model for document redaction and sanitization David Sánchez Montserrat Batet 49 87 0 17 Jun 2014