Abstract
The automotive industry’s advancements in road safety through sensors, actuators, and customized networks are challenged by increasing accidents, particularly in vehicles operating in autopilot mode. This research proposes SecureTrack, a novel approach to protect vehicular sensors from noninvasive EMI attacks using a deep learning-based CNN model combined with signal processing.