Self-Protection for Unmanned Autonomous Vehicles (SP-UAV): Design Overview and Evaluation

Cihan Tunc, Salim Hariri

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

Abstract

Unmanned autonomous vehicles (UAVs) have been receiving high interest lately due to their wide range of potential deployment options that can touch all aspects of our life and economy, such as transportation, delivery, healthcare, surveillance. However, UAVs have also introduced many new vulnerabilities and attack surfaces that can be exploited by cyberattacks. Due to their complexity, autonomous operations, and being relatively new technologies, cyberattacks can be persistent, complex, and can propagate rapidly to severely impact the main UAV functions such as mission management, support, processing operations, maneuver operations, situation awareness. Furthermore, such cyberattacks can also propagate among other UAVs or even their control stations and may even endanger human life. Hence, we need self-protection techniques with an autonomic management approach. In this paper we present our approach to implement self-protection of UAVs (SP-UAV) such that they can continue their critical functions despite cyberattacks targeting UAV operations or services. We present our design approach and implementation using a unified management interface based on three ports: Configuration, observer, and control ports. We have implemented the SP-UAV using C and demonstrated using different attack scenarios how we can apply autonomic responses without human involvement to tolerate cyberattacks against the UAV operations.

Original languageEnglish (US)
Title of host publicationProceedings - 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2022
EditorsRoberto Casadei, Elisabetta Di Nitto, Ilias Gerostathopoulos, Danilo Pianini, Ivana Dusparic, Timothy Wood, Phyllis Nelson, Evangelos Pournaras, Nelly Bencomo, Sebastian Gotz, Christian Krupitzer, Claudia Raibulet
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages128-132
Number of pages5
ISBN (Electronic)9781665471374
DOIs
StatePublished - 2022
Event3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2022 - Virtual, Online, United States
Duration: Sep 19 2022Sep 23 2022

Publication series

NameProceedings - 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2022

Conference

Conference3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2022
Country/TerritoryUnited States
CityVirtual, Online
Period9/19/229/23/22

Keywords

  • autonomous computing
  • cybersecurity
  • intrusion response
  • self-protection
  • unmanned autonomous vehicle

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Control and Optimization

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