Privacy-Preserving Classification of Personal Text Messages with Secure
Multi-Party Computation: An Application to Hate-Speech Detection

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Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection

5 June 2019

Martine De Cock

Anderson C. A. Nascimento

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Papers citing "Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection"

14 / 14 papers shown

Title
Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy Khaoula Chehbouni Martine De Cock Gilles Caporossi Afaf Taik Reihaneh Rabbany G. Farnadi 151 1 0 21 Jan 2025
CURE: Privacy-Preserving Split Learning Done Right Halil Ibrahim Kanpak Aqsa Shabbir Esra Genç Alptekin Küpçü Sinem Sav 62 0 0 12 Jul 2024
How to Privately Tune Hyperparameters in Federated Learning? Insights from a Benchmark Study Natalija Mitic Apostolos Pyrgelis Sinem Sav FedML 98 1 0 25 Feb 2024
Empirical Review of Smart Contract and DeFi Security: Vulnerability Detection and Automated Repair Peng Qian Rui Cao Zhenguang Liu Wenqing Li Ming Li Lun Zhang Yufeng Xu Jianhai Chen Qinming He 89 8 0 05 Sep 2023
SoK: Content Moderation for End-to-End Encryption Sarah Scheffler Jonathan R. Mayer 85 24 0 07 Mar 2023
PrivFair: a Library for Privacy-Preserving Fairness Auditing Sikha Pentyala David Melanson Martine De Cock G. Farnadi MLAU 47 6 0 08 Feb 2022
Privacy-Preserving Training of Tree Ensembles over Continuous Data Samuel Adams Chaitali Choudhary Martine De Cock Rafael Dowsley David Melanson Anderson C. A. Nascimento Davis Railsback Jianwei Shen 73 21 0 05 Jun 2021
Round and Communication Balanced Protocols for Oblivious Evaluation of Finite State Machines Rafael Dowsley Caleb Horst Anderson C. A. Nascimento 46 0 0 20 Mar 2021
Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation A. Resende Davis Railsback Rafael Dowsley Anderson C. A. Nascimento Diego F. Aranha 65 21 0 18 Jan 2021
Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications Chaochao Chen Jamie Cui Guanfeng Liu Hongzhi Zhang Li Wang 107 23 0 20 Nov 2020
Private Speech Classification with Secure Multiparty Computation Kyle Bittner Martine De Cock Rafael Dowsley 55 1 0 01 Jul 2020
High Performance Logistic Regression for Privacy-Preserving Genome Analysis Martine De Cock Rafael Dowsley Anderson C. A. Nascimento Davis Railsback Jianwei Shen Ariel Todoki 63 60 0 13 Feb 2020
Privacy-Preserving Multi-Party Contextual Bandits Awni Y. Hannun Brian Knott Shubho Sengupta Laurens van der Maaten 67 6 0 11 Oct 2019
PrivFT: Private and Fast Text Classification with Homomorphic Encryption Ahmad Al Badawi Louie Hoang Chan Fook Mun Kim Laine Khin Mi Mi Aung 57 80 0 19 Aug 2019