Trust and performance in future ai-enabled, open, multi-vendor network management automation

A Banerjee, SS Mwanje, G Carle - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cognitive Autonomous Networks (CAN) promise to advance Self Organizing Networks
(SON) by applying artificial intelligence to significantly raise the degree of automation in …

Distributed decision-making algorithms with multiple manipulative actors

K Koorehdavoudi, S Roy, M Xue, JA Torres - Automatica, 2019 - Elsevier
Distributed decision-making in the presence of multiple manipulative actors is studied, in the
context of a linear distributed-consensus algorithm which has been enhanced to represent …

Control of network opinion dynamics by a selfish agent with limited visibility

N Wendt, C Dhal, S Roy - IFAC-PapersOnLine, 2019 - Elsevier
Manipulation of a linear network opinion dynamics by a single selfish agent is considered.
The selfish agent is modeled as measuring a projection (statistic) of current network …

Coordination, Trust and Orchestration of Cognitive, Open, Multi-Vendor Network Automation Functions

A Banerjee, G Carle - 2023 IEEE Conference on Standards for …, 2023 - ieeexplore.ieee.org
Coordination, Trust and Orchestration of Cognitive, Open, Multi-Vendor Network Automation
Functions Page 1 Coordination, Trust and Orchestration of Cognitive, Open, Multi-Vendor …

On detection of manipulative cognitive functions in cognitive autonomous networks

A Banerjee, SS Mwanje, G Carle - 2021 17th International …, 2021 - ieeexplore.ieee.org
Introduction of artificial intelligence is expected to raise the degree of automation in mobile
networks by succeeding Self Organizing Networks (SON) with Cognitive Autonomous …

Impacts of high and low gain controllers on remote channels in dynamical networks

K Koorehdavoudi, S Roy, JA Torres… - 2018 IEEE conference …, 2018 - ieeexplore.ieee.org
The impacts of high and low gain controllers on remote channels in a linear diffusive
network model are studied, from a topological perspective. Specifically, we study how a high …

Input-output properties of the power grid's swing dynamics: Dependence on network parameters

K Koorehdavoudi, S Roy, T Prevost… - … IEEE Conference on …, 2019 - ieeexplore.ieee.org
The design of wide-area controllers for the bulk power grid requires characterization of input-
output channels in swing-dynamics models. However, the large variability in operating …

Interactions among heterogeneous manipulative actors in distributed decision-making processes: Static and dynamic analysis

K Koorehdavoudi, S Roy, M Xue… - 2019 American Control …, 2019 - ieeexplore.ieee.org
Distributed decision-making processes with two types of manipulative actors, which enact
feedback controls to alter the process dynamics, are modeled and analyzed. The main …

Graph-theoretic analyses of mimo channels in diffusive networks

K Koorehdavoudi, S Roy - 2019 57th Annual Allerton …, 2019 - ieeexplore.ieee.org
In this work, we characterize the finite-zero and infinite-zero structure of a multi-input multi-
output channel in a standard model for network synchronization. To do so, we first develop …

A Slow Autonomy for Threat Resolution in the Cyber-Physical-Human Air Transportation System

S Roy - AIAA Aviation 2019 Forum, 2019 - arc.aiaa.org
The air transportation system is a complex agglomeration of physical-world, cyber-, and
human assets. The management of threats to this infrastructure requires complex strategies …