research
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02/05/2022
Training Differentially Private Models with Secure Multiparty Computation
We address the problem of learning a machine learning model from trainin...
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06/05/2021
Privacy-Preserving Training of Tree Ensembles over Continuous Data
Most existing Secure Multi-Party Computation (MPC) protocols for privacy...
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01/18/2021
Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation
We propose a privacy-preserving Naive Bayes classifier and apply it to t...
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02/13/2020
