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04/23/2021
Encrypted Distributed Lasso for Sparse Data Predictive Control
The least squares problem with L1-regularized regressors, called Lasso, ...
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10/20/2020
Private Weighted Sum Aggregation
As large amounts of data are circulated both from users to a cloud serve...
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08/28/2020
Data-driven control on encrypted data
We provide an efficient and private solution to the problem of encryptio...
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06/23/2019
Secure Multi-party Computation for Cloud-based Control
In this chapter, we will explore the cloud-outsourced privacy-preserving...
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09/07/2018
Cloud-based Quadratic Optimization with Partially Homomorphic Encryption
The development of large-scale distributed control systems has led to th...
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03/27/2018
Cloud-based MPC with Encrypted Data
This paper explores the privacy of cloud outsourced Model Predictive Con...
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01/17/2018