Unified Industrial Cyber-Physical Systems Modelling and Performance Analysis Under Cyber-to-Physical Attacks

An increasing number of factories are transitioning to industrial cyber-physical systems (iCPSs), which pose the threat of cyberattacks. To simulate and analyze the dynamic behavior of iCPS under cyber attacks, a unified iCPS model that integrates cyber and physical systems with profound interactions is indispensable. On the basis of a generic CPS architecture, we systematically model cyber and physical systems as discrete state-space equations, and simulate packet loss and delay in communication using Markov chains. Models for denial-of-service (DoS) attacks and false data injection (FDI) attacks have been delineated and applied to the unified iCPS model. Ultimately, the experimental results corroborate the feasibility and efficacy of the unified iCPS model. Furthermore, recommendations and guidelines are proposed to bolster the cybersecurity of bilateral control iCPSs.

Authors

Institutions

Publication Details

Published
2024-10-06
DOI
https://doi.org/10.1109/smc54092.2024.10831546
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Unified Industrial Cyber-Physical Systems Modelling and Performance Analysis Under Cyber-to-Physical Attacks

Shuang‐Hua Yang, Chenchen Zhou, Yi Cao, Yifan Wang et al.
Smart Grid Security and Resilience
article

Unified Industrial Cyber-Physical Systems Modelling and Performance Analysis Under Cyber-to-Physical Attacks

Shuang‐Hua Yang, Chenchen Zhou, Yi Cao, Yifan Wang, Xuefeng Zhang
article en

Abstract

An increasing number of factories are transitioning to industrial cyber-physical systems (iCPSs), which pose the threat of cyberattacks. To simulate and analyze the dynamic behavior of iCPS under cyber attacks, a unified iCPS model that integrates cyber and physical systems with profound interactions is indispensable. On the basis of a generic CPS architecture, we systematically model cyber and physical systems as discrete state-space equations, and simulate packet loss and delay in communication using Markov chains. Models for denial-of-service (DoS) attacks and false data injection (FDI) attacks have been delineated and applied to the unified iCPS model. Ultimately, the experimental results corroborate the feasibility and efficacy of the unified iCPS model. Furthermore, recommendations and guidelines are proposed to bolster the cybersecurity of bilateral control iCPSs.

Zhejiang University (CN), Northeastern University (CN)
Openalex Percentile: Top 69%
Smart Grid Security and Resilience
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.