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Cyber Resilience of Autonomous Mobility Systems : Cyber Attacks and Resilience-Enhancing Strategies

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  • Zou,Bo
  • Choobchian,Pooria
  • Rozenberg,Julie

Abstract

The increasing cyber connectivity of vehicles and between vehicles and infrastructure will drastically reshape mobility in the coming decades. Although the advent of connected mobility is expected to benefit travelers and society by smoothing traffic, improving rider convenience, and reducing accidents, the augmented cyber components in connected and autonomous vehicles and related infrastructure also give rise to cyber attacks on the transportation system. Yet, little attention has been paid to transportation cyber resilience. This paper thus proposes an investigation on this topic with a comprehensive literature review. Cyber components and plausible autonomous mobility systems operation scenarios are discussed, before identifying possible cyber attacks to autonomous mobility systems at the vehicle and system levels. The discussion then moves to existing practices to enhance cybersecurity, and several strategies are investigated toward enhancing autonomous mobility system cyber resilience. At the vehicle level, creating layers and separation to reduce cyber component connectivity and deploying an independent procedure for data collection and processing are important in vehicle design and manufacturing. At the system level, recommended strategies include keeping redundancy in transportation capacity, maintaining a separate road network, and deploying different sub-autonomous mobility systems.

Suggested Citation

  • Zou,Bo & Choobchian,Pooria & Rozenberg,Julie, 2020. "Cyber Resilience of Autonomous Mobility Systems : Cyber Attacks and Resilience-Enhancing Strategies," Policy Research Working Paper Series 9135, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9135
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    References listed on IDEAS

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    1. Igor Linkov & Daniel A. Eisenberg & Kenton Plourde & Thomas P. Seager & Julia Allen & Alex Kott, 2013. "Resilience metrics for cyber systems," Environment Systems and Decisions, Springer, vol. 33(4), pages 471-476, December.
    2. Itf, 2018. "Safer Roads with Automated Vehicles?," International Transport Forum Policy Papers 55, OECD Publishing.
    3. Araz Taeihagh & Hazel Si Min Lim, 2019. "Governing autonomous vehicles: emerging responses for safety, liability, privacy, cybersecurity, and industry risks," Transport Reviews, Taylor & Francis Journals, vol. 39(1), pages 103-128, January.
    4. Hazel Si Min Lim & Araz Taeihagh, 2018. "Autonomous Vehicles for Smart and Sustainable Cities: An In-Depth Exploration of Privacy and Cybersecurity Implications," Energies, MDPI, vol. 11(5), pages 1-23, April.
    5. J. Park & T. P. Seager & P. S. C. Rao & M. Convertino & I. Linkov, 2013. "Integrating Risk and Resilience Approaches to Catastrophe Management in Engineering Systems," Risk Analysis, John Wiley & Sons, vol. 33(3), pages 356-367, March.
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