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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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03/20/2021
Round and Communication Balanced Protocols for Oblivious Evaluation of Finite State Machines
We propose protocols for obliviously evaluating finite-state machines, i...
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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
High Performance Logistic Regression for Privacy-Preserving Genome Analysis
In this paper, we present a secure logistic regression training protocol...
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07/02/2019
Protecting Privacy of Users in Brain-Computer Interface Applications
Machine learning (ML) is revolutionizing research and industry. Many ML ...
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06/05/2019
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection
Classification of personal text messages has many useful applications in...
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05/27/2019
On the Commitment Capacity of Unfair Noisy Channels
Noisy channels are a valuable resource from a cryptographic point of vie...
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08/30/2018
VirtualIdentity: Privacy-Preserving User Profiling
User profiling from user generated content (UGC) is a common practice th...
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08/30/2018