IoT-enabled Adaptive Control Systems for Cyber-Physical Security in Autonomous Vehicles

Authors

  • Dr. Li Guo Professor of Computer Science, Nanyang Technological University (NTU), Singapore Author

Keywords:

AV, AV environment

Abstract

In the AV era, driving behavior changes drastically, as control over the steering (and other devices) is taken over by autonomous agents, and driving commands are no longer generated by human–machine interactions [1]. This leads to the heavily interconnected cyber-physical aspects of AV environment (also known as autonomous CPS) to be exposed to potentially unknown hardware/software faults or adversarial influences. This also poses serious confidentiality and availability concerns on sensed data gathered from many onboard and sensing devices. This work adopts a black-box view by assuming the sensors as the devices and environment as the physical entity to control.

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References

Tatineni, Sumanth, and Anirudh Mustyala. "Advanced AI Techniques for Real-Time Anomaly Detection and Incident Response in DevOps Environments: Ensuring Robust Security and Compliance." Journal of Computational Intelligence and Robotics 2.1 (2022): 88-121.

Biswas, A., and W. Talukdar. “Robustness of Structured Data Extraction from In-Plane Rotated Documents Using Multi-Modal Large Language Models (LLM)”. Journal of Artificial Intelligence Research, vol. 4, no. 1, Mar. 2024, pp. 176-95, https://thesciencebrigade.com/JAIR/article/view/219.

Bojja, Giridhar Reddy, and Jun Liu. "Impact of it investment on hospital performance: a longitudinal data analysis." (2020).

Vemoori, Vamsi. "Towards a Driverless Future: A Multi-Pronged Approach to Enabling Widespread Adoption of Autonomous Vehicles-Infrastructure Development, Regulatory Frameworks, and Public Acceptance Strategies." Blockchain Technology and Distributed Systems 2.2 (2022): 35-59.

Tillu, Ravish, Muthukrishnan Muthusubramanian, and Vathsala Periyasamy. "Transforming regulatory reporting with AI/ML: strategies for compliance and efficiency." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.1 (2023): 145-157.

Bayani, Samir Vinayak, Ravish Tillu, and Jawaharbabu Jeyaraman. "Streamlining Compliance: Orchestrating Automated Checks for Cloud-based AI/ML Workflows." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.3 (2023): 413-435.

Tomar, Manish, and Vathsala Periyasamy. "Leveraging advanced analytics for reference data analysis in finance." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.1 (2023): 128-136.

Abouelyazid, Mahmoud. "Advanced Artificial Intelligence Techniques for Real-Time Predictive Maintenance in Industrial IoT Systems: A Comprehensive Analysis and Framework." Journal of AI-Assisted Scientific Discovery 3.1 (2023): 271-313.

Prabhod, Kummaragunta Joel. "Leveraging Generative AI and Foundation Models for Personalized Healthcare: Predictive Analytics and Custom Treatment Plans Using Deep Learning Algorithms." Journal of AI in Healthcare and Medicine 4.1 (2024): 1-23.

Tatineni, Sumanth. "Applying DevOps Practices for Quality and Reliability Improvement in Cloud-Based Systems." Technix international journal for engineering research (TIJER)10.11 (2023): 374-380.

Shahane, Vishal. "Harnessing Serverless Computing for Efficient and Scalable Big Data Analytics Workloads." Journal of Artificial Intelligence Research 1.1 (2021): 40-65.

Shanmugam, Lavanya, Ravish Tillu, and Manish Tomar. "Federated learning architecture: Design, implementation, and challenges in distributed AI systems." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online)2.2 (2023): 371-384.

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Published

2024-07-10

How to Cite

[1]
Dr. Li Guo, “IoT-enabled Adaptive Control Systems for Cyber-Physical Security in Autonomous Vehicles”, J. of Artificial Int. Research and App., vol. 4, no. 1, pp. 260–283, Jul. 2024, Accessed: Sep. 19, 2024. [Online]. Available: https://aimlstudies.co.uk/index.php/jaira/article/view/126

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