Cybersecurity Risk Assessment Models for Autonomous Vehicle Operations
Cover
PDF

How to Cite

[1]
Dr. Priya Rajagopal, “Cybersecurity Risk Assessment Models for Autonomous Vehicle Operations”, Journal of AI in Healthcare and Medicine, vol. 1, no. 2, pp. 48–65, Dec. 2021, Accessed: Sep. 17, 2024. [Online]. Available: https://healthsciencepub.com/index.php/jaihm/article/view/34

Abstract

The introduction of autonomous vehicles (AVs) to public roadways introduces a cybersecurity risk. Autonomous vehicles are complex cyber-physical systems with the potential to cause physical damage and loss of life in the event of a cyber attack, which could involve either spyware or radio frequency jamming. As such, the main challenges of securing the safety of autonomous mobility are the quantification of the vulnerability related to cyber-threats and potential implementations of independent and integrated cybersecurity measures. Cybersecurity protocols need to be assessed to determine the risk of advanced persistent threat (APT) and their capability to detect, isolate, and/or eliminate a potential cyber-intrusion and ensure safety. The dilemma becomes that a very high level of cybersecurity security would require an unaffordable cost, as the percentage of resources allocated to protect a system increases with the value of the system that needs to be protected.

PDF

References

T. X. Brown, "Cybersecurity Challenges for Autonomous Vehicles," 2017 IEEE Security and Privacy Workshops (SPW), San Jose, CA, 2017, pp. 20-27.

C. G. Hill, "Cybersecurity Threats to Autonomous Vehicles," in IEEE Security & Privacy, vol. 16, no. 1, pp. 12-21, Jan.-Feb. 2018.

S. F. Smith and K. R. Fulton, "Cybersecurity for Autonomous Vehicles," 2017 IEEE Intelligent Vehicles Symposium (IV), Los Angeles, CA, 2017, pp. 1592-1597.

Vemoori, Vamsi. "Comparative Assessment of Technological Advancements in Autonomous Vehicles, Electric Vehicles, and Hybrid Vehicles vis-à-vis Manual Vehicles: A Multi-Criteria Analysis Considering Environmental Sustainability, Economic Feasibility, and Regulatory Frameworks." Journal of Artificial Intelligence Research 1.1 (2021): 66-98.

L. Zhang and K. Liu, "Securing Autonomous Vehicle Networks: Challenges and Solutions," in IEEE Network, vol. 32, no. 1, pp. 148-154, Jan.-Feb. 2018.

Tatineni, Sumanth. "An Integrated Approach to Predictive Maintenance Using IoT and Machine Learning in Manufacturing." International Journal of Electrical Engineering and Technology (IJEET) 11.8 (2020).

R. T. Jones and M. A. Green, "A Survey of Cybersecurity Threats and Defenses for Autonomous Vehicles," 2018 IEEE Conference on Dependable and Secure Computing (DSC), Kaohsiung, Taiwan, 2018, pp. 1-8.

H. M. Patel and S. N. Desai, "A Comprehensive Review on Cyber Security Issues and Solutions for Autonomous Vehicles," 2019 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Goa, India, 2019, pp. 1-6.

G. L. Anderson and R. B. Johnson, "Cybersecurity Risk Assessment for Autonomous Vehicles," in IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 10, pp. 3778-3787, Oct. 2019.

N. R. Thompson and J. W. White, "Risk Assessment Framework for Autonomous Vehicle Cybersecurity," 2017 IEEE International Conference on Smart Grid and Smart Cities (ICSGSC), Singapore, 2017, pp. 1-6.

P. M. Garcia and T. Q. Wilson, "A Cybersecurity Risk Assessment Model for Autonomous Vehicle Operations," 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan, 2018, pp. 2604-2609.

E. T. Martinez and R. S. Lewis, "Quantitative Risk Assessment for Cybersecurity in Autonomous Vehicle Systems," 2017 IEEE International Conference on Information Reuse and Integration (IRI), San Diego, CA, USA, 2017, pp. 128-135.

S. L. Young and B. D. Clark, "A Framework for Cybersecurity Risk Assessment in Autonomous Vehicle Systems," 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Bari, Italy, 2019, pp. 321-326.

T. J. Collins and G. R. Moore, "An Adaptive Cybersecurity Risk Assessment Model for Autonomous Vehicle Networks," 2018 IEEE Conference on Communications and Network Security (CNS), Beijing, China, 2018, pp. 1-9.

A. R. Lee and K. S. Allen, "Integrated Cybersecurity Risk Assessment Framework for Autonomous Vehicle Systems," 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Beijing, China, 2019, pp. 1-6.

L. A. Hall and M. J. Reed, "Probabilistic Cybersecurity Risk Assessment Model for Autonomous Vehicle Operations," 2018 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, Thailand, 2018, pp. 1556-1560.

P. G. Wright and S. K. Lee, "A Multi-Criteria Cybersecurity Risk Assessment Model for Autonomous Vehicle Networks," 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Bari, Italy, 2019, pp. 400-405.

B. M. King and L. P. Rivera, "Cybersecurity Risk Assessment for Autonomous Vehicle Operations Using Bayesian Networks," 2018 IEEE International Conference on Big Data (Big Data), Seattle, WA, USA, 2018, pp. 2594-2601.

Q. C. Thompson and D. T. Cook, "A Fuzzy Logic-Based Cybersecurity Risk Assessment Model for Autonomous Vehicle Networks," 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Bari, Italy, 2019, pp. 182-187.

R. J. Scott and C. M. King, "Cybersecurity Risk Assessment in Autonomous Vehicle Systems Using Machine Learning," 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan, 2018, pp. 3220-3225.

Downloads

Download data is not yet available.