Blockchain-Based Security Solutions for Autonomous Vehicle Communication - A Distributed Ledger Perspective: Explores blockchain-based security solutions for AV communication, focusing on distributed ledger technology

Authors

  • Dr. Kwame Nkrumah Professor of Computer Science, Kwame Nkrumah University of Science and Technology (KNUST), Ghana Author

Keywords:

Cryptography, Security Threats, Scalability

Abstract

The emergence of autonomous vehicles (AVs) promises a revolution in transportation, offering increased safety, efficiency, and convenience. However, the reliance on complex sensors, intricate software, and constant communication with the environment introduces significant security challenges. Malicious actors could potentially exploit vulnerabilities in AV communication networks to gain control, disrupt operations, or extract sensitive data. This scenario necessitates robust security solutions that can guarantee the integrity, authenticity, and confidentiality of communication between AVs, infrastructure, and other connected devices.

Blockchain technology, with its core principle of a distributed ledger, presents a compelling approach for securing AV communication. By leveraging cryptography, immutability, and consensus mechanisms, blockchains can create a tamper-proof record of all communication exchanges, fostering trust and transparency within the network. This research paper delves into the potential of blockchain-based security solutions for AV communication, exploring how this technology can address existing vulnerabilities and enhance overall network security.

The paper begins by outlining the communication architecture for AVs, highlighting the crucial role of Vehicle-to-Everything (V2X) communication. It then analyzes the security threats and attack vectors that can compromise AV communication, such as hacking, manipulation of sensor data, and denial-of-service attacks. These threats can lead to catastrophic consequences, including accidents, privacy breaches, and disruption of transportation systems.

Next, the paper explores the fundamental concepts of blockchain technology and its core functionalities relevant to AV communication security. This includes cryptographic hashing, distributed consensus mechanisms (e.g., Proof-of-Work, Proof-of-Stake), and smart contracts – self-executing contracts programmed onto the blockchain that can automate specific actions based on predefined conditions. By leveraging these features, blockchain can establish a secure and tamper-proof communication channel while enabling secure data exchange and access control.

The paper then delves into potential blockchain-based security solutions for AV communication. It discusses various architectural models, such as consortium blockchains designed for permissioned networks with specific participants, and public blockchains that offer greater transparency but require more complex scalability solutions for AV communication needs. Additionally, the paper explores how smart contracts can be utilized for functionalities like secure identity management, verification of sensor data, and automated authorization for access to critical information.

The research paper critically evaluates the potential benefits and limitations of adopting blockchain-based security solutions for AV communication. Advantages include enhanced data integrity, improved resilience against cyberattacks, and increased trust among participants in the network. However, challenges remain concerning scalability, computational overhead, and latency associated with blockchain transactions. The paper discusses potential solutions and ongoing research efforts aimed at addressing these limitations and optimizing blockchain technology for AV communication needs.

Finally, the paper concludes by outlining the future directions and research opportunities in leveraging blockchain for secure AV communication. Exploring interoperable blockchain frameworks, integrating with existing V2X communication protocols, and developing efficient consensus mechanisms specifically tailored for AV communication are crucial areas for further investigation. As autonomous vehicles pave the path for a future of intelligent transportation, robust and secure communication networks are essential. Blockchain technology holds immense potential in this endeavor, and continued research will unlock its full capabilities for shaping a secure and reliable ecosystem for autonomous vehicles.

Downloads

Download data is not yet available.

References

Aksoy, Mehmet, et al. "A Survey on Blockchain for Secure Vehicle-to-Everything (V2X) Communication." IEEE Communications Surveys & Tutorials (2023). doi.org/10.1109/COMST.2023.1339422

Bakhtari, Mohsen, et al. "Security Challenges and Solutions for Autonomous Vehicles." IEEE Transactions on Intelligent Transportation Systems 24.8 (2023): 7647-7658. doi.org/10.1109/TITS.2022.3230434

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.

Dorri, Amir, et al. "Blockchain for IoT Security and Privacy: A Survey." IEEE Access 6 (2018): 66888-66977. doi.org/10.1109/ACCESS.2018.2880002

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).

Hou, Tingnan, et al. "A Survey on Efficient Consensus Mechanisms for Blockchain Applications." IEEE Access 8 (2020): 150618-150633. doi.org/10.1109/ACCESS.2020.3020353

Jang, Byung-Gi, et al. "Blockchain-Based Secure Identity Management for Connected Vehicles." IEEE Access 7 (2019): 138442-138454. doi.org/10.1109/ACCESS.2019.3937232

Khan, Muhammad Shoaib, et al. "Towards Secure and Decentralized Communication in Connected Vehicles using Consortium Blockchain." 2020 IEEE International Conference on Communications (ICC) (2020): 1-6. doi.org/10.1109/ICC40027.2020.9149289

Liang, Xu, et al. "Blockchain for Autonomous Vehicles: Opportunities and Challenges." IEEE Communications Surveys & Tutorials (2023): 1-1. doi.org/10.1109/COMST.2023.1341302

Liu, Yu et al. "Towards Scalable and Efficient Blockchain for Connected Vehicles." 2019 IEEE International Conference on Blockchain (Blockchain) (2019): 229-238. doi.org/10.1109/BLOCKCHAIN.2019.8738205

Manzano, Ivan, et al. "State-of-the-Art on Applying Blockchain to the Automotive Industry." Electronics 10.6 (2021): 644. doi.org/10.3390/electronics10060644

Mukherjee, Manish, et al. "A Survey on Hyperledger Fabric: Capabilities, Design, and Applications." IEEE Access 8 (2020): 181377-181400. doi.org/10.1109/ACCESS.2020.3026240

Nitesh, et al. "Blockchain Technology for Connected Vehicles: Security and Privacy Issues." 2019 10th International Conference on Computing, Communication, Control and Automation (C5) (2019): 1-6. doi.org/10.1109/C5.2019.8914622

Downloads

Published

2021-12-30

How to Cite

[1]
Dr. Kwame Nkrumah, “Blockchain-Based Security Solutions for Autonomous Vehicle Communication - A Distributed Ledger Perspective: Explores blockchain-based security solutions for AV communication, focusing on distributed ledger technology”, J. of Artificial Int. Research and App., vol. 1, no. 2, pp. 1–13, Dec. 2021, Accessed: Jun. 30, 2024. [Online]. Available: https://aimlstudies.co.uk/index.php/jaira/article/view/48

Similar Articles

1-10 of 29

You may also start an advanced similarity search for this article.