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Cybersecurity Attacks in Vehicular Sensors

Zeinab El-Rewini, Karthikeyan Sadatsharan, Niroop Sugunaraj, Daisy Flora Selvaraj, Siby Jose Plathottam, Prakash Ranganathan

2020IEEE Sensors Journal114 citationsDOIOpen Access PDF

Abstract

Today's modern vehicles contain anywhere from sixty to one-hundred sensors and exhibit the characteristics of Cyber-Physical-Systems (CPS). There is a high degree of coupling, cohesiveness, and interactions among vehicle's CPS components (e.g., sensors, devices, systems, systems-of-systems) across sensing, communication, and control layers. Cyber-attacks in the sensing or communication layers can compromise the security of the control layer. This paper provides a detailed review of potential cyber threats related to the sensing layer. Notably, the focus is mainly towards two categories of sensors: vehicle dynamics sensors (e.g., Tire Pressure Monitoring Systems (TPMS), magnetic encoders, and inertial sensors) and environment sensors (e.g., Light Detection and Ranging (LiDAR), ultrasonic, camera, Radio Detection and Ranging (Radar) systems, and Global Positioning System (GPS) units). The paper also offers perspectives through existing countermeasures from literature and stresses the need for data-driven cybersecurity solutions.

Topics & Concepts

RangingGlobal Positioning SystemPhysical layerInertial measurement unitReal-time computingComputer scienceEncoderCyber-physical systemLidarRadarFocus (optics)Computer securityEngineeringEmbedded systemRemote sensingTelecommunicationsWirelessArtificial intelligenceOpticsPhysicsGeologyOperating systemVehicular Ad Hoc Networks (VANETs)Autonomous Vehicle Technology and SafetyAdversarial Robustness in Machine Learning
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