Title
Machine Learning Based Multi-Agent System for Detecting and Neutralizing Unseen Cyber-Attacks in AGC and HVDC Systems
Abstract
This paper presents a multi-agent based approach to secure the automatic generation control (AGC) loop and the power modulation controller of a high voltage direct current system against cyber-attacks. To achieve this, we propose to embed a multi-agent system (MAS) to the existing AGC layer comprising a Master Agent (MA) and several Slave Agents (SAs). The MA is equipped with a one-class classifie...
Year
DOI
Venue
2022
10.1109/JETCAS.2022.3142055
IEEE Journal on Emerging and Selected Topics in Circuits and Systems
Keywords
DocType
Volume
Automatic generation control,HVDC transmission,Training,Data models,Support vector machines,Load modeling,Multi-agent systems
Journal
12
Issue
ISSN
Citations 
1
2156-3357
2
PageRank 
References 
Authors
0.39
0
3
Name
Order
Citations
PageRank
SD Roy120.39
Sanjoy Debbarma222.42
JM Guerrero320.39