GAN-CAN: A Novel Attack to Behavior-Based Driver Authentication Systems. (arXiv:2306.05923v1 [cs.CR])

For many years, car keys have been the sole mean of authentication in
vehicles. Whether the access control process is physical or wireless,
entrusting the ownership of a vehicle to a single token is prone to stealing
attempts. For this reason, many researchers started developing behavior-based
authentication systems. By collecting data in a moving vehicle, Deep Learning
(DL) models can recognize patterns in the data and identify drivers based on
their driving behavior. This can be used as an anti-theft …

access access control attack authentication car control driver gan keys novel ownership physical process researchers single stealing systems token vehicle vehicles wireless