PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting

19 February 2021

Papers citing "PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting"

14 / 14 papers shown

Title
An Overview of Privacy in Machine Learning Emiliano De Cristofaro SILM 55 84 0 18 May 2020
Privacy-Preserving Collaborative Prediction using Random Forests Irene Giacomelli S. Jha Ross Kleiman David Page Kyonghwan Yoon 68 24 0 21 Nov 2018
A New Approach to Privacy-Preserving Clinical Decision Support Systems T. Attema E. Mancini G. Spini Mark Abspoel Jan de Gier ... M. V. Heesch D. Worm Andrea De Luca R. Cramer P. Sloot 44 4 0 02 Oct 2018
Computer-aided proofs for multiparty computation with active security Helene Haagh Aleksandr Karbyshev Sabine Oechsner Bas Spitters Pierre-Yves Strub 36 26 0 19 Jun 2018
Scalable Private Learning with PATE Nicolas Papernot Shuang Song Ilya Mironov A. Raghunathan Kunal Talwar Ulfar Erlingsson 92 613 0 24 Feb 2018
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications M. Riazi Christian Weinert Oleksandr Tkachenko Ebrahim M. Songhori T. Schneider F. Koushanfar FedML 44 493 0 10 Jan 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 246 8,856 0 25 Aug 2017
Deep Reinforcement Learning framework for Autonomous Driving Ahmad El-Sallab Mohammed Abdou E. Perot S. Yogamani 69 969 0 08 Apr 2017
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 228 4,103 0 18 Oct 2016
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data Nicolas Papernot Martín Abadi Ulfar Erlingsson Ian Goodfellow Kunal Talwar 73 1,015 0 18 Oct 2016
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 99 1,803 0 09 Sep 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 189 6,109 0 01 Jul 2016
An Improved E-voting scheme using Secret Sharing based Secure Multi-party Computation Divya G. Nair V. Binu G. Santhosh Kumar 26 40 0 26 Feb 2015
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 121 1,487 0 01 Dec 2009