When Authentication Is Not Enough: On the Security of Behavioral-Based Driver Authentication Systems

arXiv:2306.05923v3 Announce Type: replace
Abstract: Many research papers have recently focused on behavioral-based driver authentication systems in vehicles. Pushed by Artificial Intelligence (AI) advancements, these works propose powerful models to identify drivers through their unique biometric behavior. However, practitioners have not yet shown any interest in the topic. Indeed, several limitations and oversights make implementing the state-of-the-art impractical, such as the computational resources required for training and the management of false positives. Furthermore, while being proposed as security measures, researchers …

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