Blockchain Framework for Communication between Vehicle through IoT Devices and Sensors
PDF
PDF

How to Cite

Raj, Jennifer S. 2021. “Blockchain Framework for Communication Between Vehicle through IoT Devices and Sensors”. Journal of Ubiquitous Computing and Communication Technologies 3 (2): 93-106. https://doi.org/10.36548/jucct.2021.2.003.

Keywords

— Performance
— ensemble
— deep learning
— sentiment analysis
— machine learning
Published: 17-07-2021

Abstract

The advent of autonomous vehicles is indeed a potential field of research in today's situation. Connected Vehicles (CV) have received a lot of attention in the last decade, which has resulted in CV as a Service (CVaaS). With the advent of taxi services, there is a need for or demand for robust, seamless, and secure information transmission between the vehicles connected to a vehicular network. Thus, the concept of vehicular networking is transformed into novel concept of autonomous and connected vehicles. These autonomous vehicles will serve as a better experience by providing instant information from the vehicles via congestion reduction. The significant drawback faced by the invention of autonomous vehicles is the malicious floor of intruders, who tend to mislead the communication between the vehicles resulting in the compromised smart devices. To address these concerns, the best methodology that will protect and secure the control system of the autonomous vehicle in real time is blockchain. This research work proposes a blockchain framework in order to address the security challenges in autonomous vehicles. This research work enhances the security of smart vehicles thereby preventing intruders from accessing the vehicular network. To validate the suggested technique, money security criteria such as changing stored user ratings, probabilistic authentication scenarios, smart device compromise, and bogus user requests were employed. The observed findings have been documented and analysed, revealing an 82% success rate.

References

  1. Sivaganesan, D. "A Data Driven Trust Mechanism Based on Blockchain in IoT Sensor Networks for Detection and Mitigation of Attacks." Journal of trends in Computer Science and Smart technology (TCSST) 3, no. 01 (2021): 59-69.
  2. Madaan, G., Bhushan, B., & Kumar, R. (2021). Blockchain-based cyberthreat mitigation systems for smart vehicles and industrial automation. In Multimedia Technologies in the Internet of Things Environment (pp. 13-32). Springer, Singapore.
  3. Haoxiang, Wang, and S. Smys. "Big Data Analysis and Perturbation using Data Mining Algorithm." Journal of Soft Computing Paradigm (JSCP) 3, no. 01 (2021): 19-28.
  4. Haro-Olmo, F. J., Alvarez-Bermejo, J. A., Varela-Vaca, A. J., & López-Ramos, J. A. (2021). Blockchain-based federation of wireless sensor nodes. The Journal of Supercomputing, 77(7), 7879-7891.
  5. Manoharan, J. Samuel. "A Novel User Layer Cloud Security Model based on Chaotic Arnold Transformation using Fingerprint Biometric Traits." Journal of Innovative Image Processing (JIIP) 3, no. 01 (2021): 36-51.
  6. Banotra, A., Sharma, J. S., Gupta, S., Gupta, S. K., & Rashid, M. (2021). Use of blockchain and internet of things for securing data in healthcare systems. In Multimedia Security (pp. 255-267). Springer, Singapore.
  7. Bhalaji, N. "Reliable Data Transmission with Heightened Confidentiality and Integrity in IOT Empowered Mobile Networks." Journal of ISMAC 2, no. 02 (2020): 106-117.
  8. Ramaguru, R., Sindhu, M., & Sethumadhavan, M. (2019, April). Blockchain for the Internet of Vehicles. In International Conference on Advances in Computing and Data Sciences (pp. 412-423). Springer, Singapore.
  9. Shakya, Subarna. "Process mining error detection for securing the IoT system." Journal of ISMAC 2, no. 03 (2020): 147-153.
  10. Saranti, P. G., Chondrogianni, D., & Karatzas, S. (2018, May). Autonomous vehicles and blockchain technology are shaping the future of transportation. In The 4th conference on sustainable urban mobility (pp. 797-803). Springer, Cham.
  11. Sivaganesan, D. "A Data Driven Trust Mechanism Based on Blockchain in IoT Sensor Networks for Detection and Mitigation of Attacks." Journal of trends in Computer Science and Smart technology (TCSST) 3, no. 01 (2021): 59-69.
  12. Shirley, D. Ruth Anita. "Systematic diagnosis of power switches." In 2014 International Conference on Embedded Systems (ICES), pp. 32-34. IEEE, 2014.
  13. Smys, S. "A Survey on Internet of Things (IoT) based Smart Systems." Journal of ISMAC 2, no. 04 (2020): 181-189.
  14. Erdem, A., Yildirim, S. Ö., & Angin, P. (2019). Blockchain for ensuring security, privacy, and trust in IoT environments: the state of the art. Security, Privacy and Trust in the IoT Environment, 97-122.
  15. Raj, Jennifer S. "Security Enhanced Blockchain based Unmanned Aerial Vehicle Health Monitoring System." Journal of ISMAC 3, no. 02 (2021): 121-131.
  16. Reebadiya, D., Rathod, T., Gupta, R., Tanwar, S., & Kumar, N. (2021). Blockchain-based Secure and Intelligent Sensing Scheme for Autonomous Vehicles Activity Tracking Beyond 5G Networks. Peer-to-Peer Networking and Applications, 1-18.
  17. Shrestha, Sujan, and Subarna Shakya. "Technical Analysis of ZigBee Wireless Communication." Journal of trends in Computer Science and Smart technology (TCSST) 2, no. 04 (2020): 197-203.
  18. Senthilkumar, M., Kavitha, V. R., Kumar, M. S., Raj, P. A. C., & Shirley, D. R. A. (2021, March). Routing in a Wireless Sensor Network using a Hybrid Algorithm to Improve the Lifetime of the Nodes. In IOP Conference Series: Materials Science and Engineering (Vol. 1084, No. 1, p. 012051). IOP Publishing.
  19. Dhaya, R., and R. Kanthavel. "Bus-Based VANET using ACO Multipath Routing Algorithm." Journal of trends in Computer Science and Smart technology (TCSST) 3, no. 01 (2021): 40-48.
  20. Angin, P., Mert, M. B., Mete, O., Ramazanli, A., Sarica, K., & Gungoren, B. (2018, June). A blockchain-based decentralized security architecture for IoT. In International Conference on Internet of Things (pp. 3-18). Springer, Cham.
  21. Karthikeyan, M., S. Sathiamoorthy, and M. Vasudevan. "Lane Keep Assist System for an Autonomous Vehicle Using Support Vector Machine Learning Algorithm." In International Conference on Innovative Data Communication Technologies and Application, pp. 101-108. Springer, Cham, 2019.
  22. Kaiser, C., Steger, M., Dorri, A., Festl, A., Stocker, A., Fellmann, M., & Kanhere, S. (2018, September). Towards a Privacy-Preserving Way of Vehicle Data Sharing–A Case for Blockchain Technology?. In International Forum on Advanced Microsystems for Automotive Applications (pp. 111-122). Springer, Cham.
  23. Aishwariya, K. K., Sanil K. Daniel, and K. V. Sujeesh. "Zone Safe Traffic Assist System and Automated Vehicle with Real-Time Tracking and Collision Notification." In International Conference on Innovative Data Communication Technologies and Application, pp. 663-669. Springer, Cham, 2019.
  24. Shirley, D. R. A., Sundari, V. K., Sheeba, T. B., & Rani, S. S. Analysis of IoT-Enabled Intelligent Detection and Prevention System for Drunken and Juvenile Drive Classification. Automotive Embedded Systems: Key Technologies, Innovations, and Applications, 183.
  25. Srinivas, Kethavath, and Mohit Dua. "Fog Computing and Deep CNN Based Efficient Approach to Early Forest Fire Detection with Unmanned Aerial Vehicles." In International Conference on Inventive Computation Technologies, pp. 646-652. Springer, Cham, 2019.
  26. Rakovic, V., Karamachoski, J., Atanasovski, V., & Gavrilovska, L. (2019). Blockchain paradigm and Internet of Things. Wireless Personal Communications, 106(1), 219-235.
  27. Kumar, S. Satheesh, S. Karthik, J. S. Sujin, N. Lingaraj, and M. D. Saranya. "Smart On-board Vehicle-to-Vehicle Interaction Using Visible Light Communication for Enhancing Safety Driving." In Inventive Computation and Information Technologies, pp. 247-257. Springer, Singapore, 2021.
  28. Abubaker, Z., Gurmani, M. U., Sultana, T., Rizwan, S., Azeem, M., Iftikhar, M. Z., & Javaid, N. (2019, November). Decentralized mechanism for hiring the smart autonomous vehicles using blockchain. In International Conference on Broadband and Wireless Computing, Communication and Applications (pp. 733-746). Springer, Cham.
  29. Manickavasagam, L., N. Krishanth, B. Atul Shrinath, G. Subash, S. R. Mohanrajan, and R. Ranjith. "Instrument Cluster Design for an Electric Vehicle Based on CAN Communication." In Inventive Computation and Information Technologies, pp. 271-284. Springer, Singapore, 2021.
  30. Ekramifard, A., Amintoosi, H., & Seno, A. H. (2019, March). A systematic literature review on blockchain-based solutions for iot security. In The 7th International Conference on Contemporary Issues in Data Science (pp. 311-321). Springer, Cham.