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paperDecember 2025Unreviewed

Security Risks of Agentic Vehicles: A Systematic Analysis of Cognitive and Cross-Layer Threats

Ali Eslami, Jiangbo Yu

arXiv.org

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Abstract

Agentic AI is increasingly being explored and introduced in both manually driven and autonomous vehicles, leading to the notion of Agentic Vehicles (AgVs), with capabilities such as memory-based personalization, goal interpretation, strategic reasoning, and tool-mediated assistance. While frameworks such as the OWASP Agentic AI Security Risks highlight vulnerabilities in reasoning-driven AI systems, they are not designed for safety-critical cyber-physical platforms such as vehicles, nor do they

Categories

Agentic ThreatsThreat Modeling

Cite

@misc{eslami2025security,
  title = {{Security Risks of Agentic Vehicles: A Systematic Analysis of Cognitive and Cross-Layer Threats}},
  author = {Ali Eslami and Jiangbo Yu},
  year = {2025},
  month = dec,
  eprint = {2512.17041},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2512.17041},
  url = {https://www.semanticscholar.org/paper/af6ea3b929b3a1aba976f3d48d2c6d040968e7e0}
}