Differentially private consensus and distributed optimization in multi-agent systems: A review
Y Wang, H Lin, J Lam, KW Kwok - Neurocomputing, 2024 - Elsevier
In the past few decades, distributed multi-agent system (MAS) control has received growing
attention due to its numerous advantages. Nonetheless, the substantial reliance on local …
attention due to its numerous advantages. Nonetheless, the substantial reliance on local …
Decentralized and Private Solution for the Optimal Dispatch of Integrated Wind Farms with Shared Energy Storage Systems
The integration of variable wind power faces additional challenges with the increasing
global emphasis on renewable energy integration. Energy storage systems (ESS) can offer …
global emphasis on renewable energy integration. Energy storage systems (ESS) can offer …
Distributed real-time multi-objective control of a virtual power plant in dc distribution systems
Due to the strong coupling between power injections and bus voltages in DC distribution
networks, it is impossible to achieve economic dispatch and recover the nominal voltages of …
networks, it is impossible to achieve economic dispatch and recover the nominal voltages of …
A communication-efficient local differentially private algorithm in federated optimization
Federated optimization, wherein several agents in a network collaborate with a central
server to achieve optimal social cost over the network with no requirement for exchanging …
server to achieve optimal social cost over the network with no requirement for exchanging …
Distributed Algorithms for Boolean Equations Over Networks
In this article, we study systems of Boolean equations over a network, where each node in
the network possesses only one Boolean equation from the system. The Boolean equation …
the network possesses only one Boolean equation from the system. The Boolean equation …
Near-optimal differentially private client selection in federated settings
We develop an iterative differentially private algorithm for client selection in federated
settings. We consider a federated network wherein clients coordinate with a central server to …
settings. We consider a federated network wherein clients coordinate with a central server to …
[PDF][PDF] Privacy-Preserving Traffic Assignment for Multimodal Transportation Systems
This paper introduces a Privacy-Preserving Traffic Assignment (PPTA) model designed to
evaluate the impact of Differential Privacy (DP) mechanisms on traffic patterns across …
evaluate the impact of Differential Privacy (DP) mechanisms on traffic patterns across …
Distributed Algorithms that Solve Boolean Equations with Local and Differential Privacies
In this paper, we propose distributed algorithms that solve a system of Boolean equations
over a network, where each node in the network possesses only one Boolean equation from …
over a network, where each node in the network possesses only one Boolean equation from …