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03/06/2023
Privacy-Preserving Fair Item Ranking
Users worldwide access massive amounts of curated data in the form of ra...
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10/13/2022
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data
Legal and ethical restrictions on accessing relevant data inhibit data s...
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05/23/2022
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
Group fairness ensures that the outcome of machine learning (ML) based d...
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02/08/2022
PrivFair: a Library for Privacy-Preserving Fairness Auditing
Machine learning (ML) has become prominent in applications that directly...
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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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02/06/2021
Privacy-Preserving Feature Selection with Secure Multiparty Computation
Existing work on privacy-preserving machine learning with Secure Multipa...
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02/06/2021
Privacy-Preserving Video Classification with Convolutional Neural Networks
Many video classification applications require access to personal data, ...
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07/01/2020
Private Speech Characterization with Secure Multiparty Computation
Deep learning in audio signal processing, such as human voice audio sign...
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03/12/2020
Inline Detection of DGA Domains Using Side Information
Malware applications typically use a command and control (C C) server ...
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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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01/05/2020
User Profiling Using Hinge-loss Markov Random Fields
A variety of approaches have been proposed to automatically infer the pr...
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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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05/03/2019
CharBot: A Simple and Effective Method for Evading DGA Classifiers
Domain generation algorithms (DGAs) are commonly leveraged by malware to...
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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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12/16/2015
Solving stable matching problems using answer set programming
Since the introduction of the stable marriage problem (SMP) by Gale and ...
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11/30/2013
Characterizing and Extending Answer Set Semantics using Possibility Theory
Answer Set Programming (ASP) is a popular framework for modeling combina...
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02/28/2013
Modeling Stable Matching Problems with Answer Set Programming
The Stable Marriage Problem (SMP) is a well-known matching problem first...
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03/15/2012
