HIOA-CPS: Combining Hybrid Input-Output Automaton and Game Theory for Security Modeling of Cyber-Physical Systems

Mustafa Abdallah, Sayan Mitra, Shreyas Sundaram, Saurabh Bagchi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A Cyber-Physical System (CPS) is usually composed of subnetworks where each subnetwork is under ownership of one defender. Security threats on such CPS can be represented by an attack graph where the defenders are required to invest wisely their limited budget in order to protect their critical assets from being compromised. We model such CPS using hybrid input/output automaton (HIOA) where each subnetwork is represented by a HIOA module. We first establish the building blocks needed in our setting. We then present our model that characterizes the continuous time evolution of the investments and discrete transitions between different system's states (where each state represents a different condition within the system). Finally, we provide a representative real-world CPS to validate our modeling and show its benefit for CPS security.

Original languageEnglish (US)
Title of host publicationProceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages253-259
Number of pages7
ISBN (Electronic)9781728189345
DOIs
StatePublished - May 2021
Event2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021 - Virtual, Online
Duration: May 27 2021 → …

Publication series

NameProceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021

Conference

Conference2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021
CityVirtual, Online
Period5/27/21 → …

Keywords

  • Attack Graphs
  • Cyber-Physical Systems
  • Game Theory
  • Hybrid Input/Output Automaton

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality

Fingerprint

Dive into the research topics of 'HIOA-CPS: Combining Hybrid Input-Output Automaton and Game Theory for Security Modeling of Cyber-Physical Systems'. Together they form a unique fingerprint.

Cite this