research
∙
04/12/2023
SePEnTra: A secure and privacy-preserving energy trading mechanisms in transactive energy market
In this paper, we design and present a novel model called SePEnTra to en...
share
research
∙
02/05/2022
Training Differentially Private Models with Secure Multiparty Computation
We address the problem of learning a machine learning model from trainin...
research
∙
06/05/2021
Privacy-Preserving Training of Tree Ensembles over Continuous Data
Most existing Secure Multi-Party Computation (MPC) protocols for privacy...
research
∙
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...
research
∙
02/06/2021
Privacy-Preserving Feature Selection with Secure Multiparty Computation
Existing work on privacy-preserving machine learning with Secure Multipa...
research
∙
02/06/2021
Privacy-Preserving Video Classification with Convolutional Neural Networks
Many video classification applications require access to personal data, ...
research
∙
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...
research
∙
07/01/2020
Private Speech Characterization with Secure Multiparty Computation
Deep learning in audio signal processing, such as human voice audio sign...
research
∙
02/13/2020
High Performance Logistic Regression for Privacy-Preserving Genome Analysis
In this paper, we present a secure logistic regression training protocol...
research
∙
07/02/2019
Protecting Privacy of Users in Brain-Computer Interface Applications
Machine learning (ML) is revolutionizing research and industry. Many ML ...
research
∙
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...
research
∙
05/27/2019
On the Commitment Capacity of Unfair Noisy Channels
Noisy channels are a valuable resource from a cryptographic point of vie...
research
∙
08/30/2018
VirtualIdentity: Privacy-Preserving User Profiling
User profiling from user generated content (UGC) is a common practice th...
research
∙
08/30/2018
