TY - GEN
T1 - Spoofing Attacks Against Vehicular FMCW Radar
AU - Komissarov, Rony
AU - Wool, Avishai
N1 - Publisher Copyright: © 2021 Association for Computing Machinery.
PY - 2021/11/15
Y1 - 2021/11/15
N2 - The safety and security of the passengers in vehicles in the face of cyber attacks is a key concern in the automotive industry, especially with the emergence of the Advanced Driver Assistance Systems (ADAS) and the vast improvement in Autonomous Vehicles (AVs). Such platforms use various sensors, including cameras, LiDAR and mmWave radar. These sensors themselves may present a potential security hazard if exploited by an attacker. In this paperwe propose a system to attack an automotiveFMCW mmWave radar, that uses fast chirp modulation. Using a single rogue radar, our attack system is capable of spoofing the distance and velocity measured by the victim vehicle simultaneously, presenting phantom measurements coherent with the laws of physics governing vehicle motion. The attacking radar controls the delay in order to spoof its distance, and uses phase compensation and control in order to spoof its velocity. After developing the attack theory, we demonstrate the spoofing attack by building a proof-ofconcept hardware-based system, using a Software Defined Radio. We successfully demonstrate two real world scenarios in which the victim radar is spoofed to detect either a phantom emergency stop or a phantom acceleration, while measuring coherent range and velocity.We also discuss several countermeasures that can mitigate the described attack.
AB - The safety and security of the passengers in vehicles in the face of cyber attacks is a key concern in the automotive industry, especially with the emergence of the Advanced Driver Assistance Systems (ADAS) and the vast improvement in Autonomous Vehicles (AVs). Such platforms use various sensors, including cameras, LiDAR and mmWave radar. These sensors themselves may present a potential security hazard if exploited by an attacker. In this paperwe propose a system to attack an automotiveFMCW mmWave radar, that uses fast chirp modulation. Using a single rogue radar, our attack system is capable of spoofing the distance and velocity measured by the victim vehicle simultaneously, presenting phantom measurements coherent with the laws of physics governing vehicle motion. The attacking radar controls the delay in order to spoof its distance, and uses phase compensation and control in order to spoof its velocity. After developing the attack theory, we demonstrate the spoofing attack by building a proof-ofconcept hardware-based system, using a Software Defined Radio. We successfully demonstrate two real world scenarios in which the victim radar is spoofed to detect either a phantom emergency stop or a phantom acceleration, while measuring coherent range and velocity.We also discuss several countermeasures that can mitigate the described attack.
KW - ADAS
KW - Vehicular FMCW
KW - radar spoofing
UR - https://www.scopus.com/pages/publications/105007283347
U2 - 10.1145/3474376.3487283
DO - 10.1145/3474376.3487283
M3 - Conference contribution
T3 - ASHES 2021 - Proceedings of the 5th Workshop on Attacks and Solutions in Hardware Security
SP - 91
EP - 97
BT - ASHES 2021 - Proceedings of the 5th Workshop on Attacks and Solutions in Hardware Security
T2 - 5th Workshop on Attacks and Solutions in Hardware Security, ASHES 2021, co-located with CCS 2021
Y2 - 19 November 2021
ER -