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 …

Decentralized and Private Solution for the Optimal Dispatch of Integrated Wind Farms with Shared Energy Storage Systems

C Mu, T Ding, Y Yuan, B Zhang, Z Han… - … on Power Systems, 2024 - ieeexplore.ieee.org
The integration of variable wind power faces additional challenges with the increasing
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

Y Liu, Y Li, Y Wang, J Zhu, HB Gooi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

A communication-efficient local differentially private algorithm in federated optimization

SE Alam, D Shukla, S Rao - IEEE Access, 2023 - ieeexplore.ieee.org
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 …

Distributed Algorithms for Boolean Equations Over Networks

H Qi, B Li, RJ Jing, L Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

Near-optimal differentially private client selection in federated settings

SE Alam, D Shukla, S Rao - 2023 59th Annual Allerton …, 2023 - ieeexplore.ieee.org
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 …

[PDF][PDF] Privacy-Preserving Traffic Assignment for Multimodal Transportation Systems

G Qina, S Dengb, Q Luoc, J Suna - researchgate.net
This paper introduces a Privacy-Preserving Traffic Assignment (PPTA) model designed to
evaluate the impact of Differential Privacy (DP) mechanisms on traffic patterns across …

Distributed Algorithms that Solve Boolean Equations with Local and Differential Privacies

H Qi, B Li, RJ Jing, L Wang, A Proutiere… - arXiv preprint arXiv …, 2020 - arxiv.org
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 …