1 citations · 1 across the 2 of their papers we have counts for
4 papers
Encrypted Distributed Lasso for Sparse Data Predictive Control
Andreea B. Alexandru, Anastasios Tsiamis, George J. Pappas
The least squares problem with L1-regularized regressors, called Lasso, is a widely used approach in optimization problems where sparsity of the regressors is desired. This formula…
Private Weighted Sum Aggregation
Andreea B. Alexandru, George J. Pappas
As large amounts of data are circulated both from users to a cloud server and between users, there is a critical need for privately aggregating the shared data. This paper consider…
Encrypted control for networked systems -- An illustrative introduction and current challenges
M. Schulze Darup, A. B. Alexandru, D. E. Quevedo +1
Cloud computing and distributed computing are becoming ubiquitous in many modern control systems such as smart grids, building automation, robot swarms or intelligent transportatio…
Secure Multi-party Computation for Cloud-based Control
Andreea B. Alexandru, George J. Pappas
In this chapter, we will explore the cloud-outsourced privacy-preserving computation of a controller on encrypted measurements from a (possibly distributed) system, taking into acc…