TY - JOUR TI - Authenticating drivers based on driving behavior DO - https://doi.org/doi:10.7282/T3QJ7K4M PY - 2015 AB - Contemporary cars come by default equipped with several kinds of anti-theft systems. Despite this, the cars remain vulnerable to a simple physical attack: stealing the keys. Towards the end of improving anti-theft systems, we present the design, implementation, and evaluation of a driver behavior based authentication system. Our system uses various data available from the cars' computers as features in the authentication. For evaluating our approach, we collected driving data from 30 participants in a controlled experiment. Our approach shows promising results in distinguishing the authorized drivers from unauthorized drivers with a mean Equal Error Rate (EER) of 4.44%. KW - Electrical and Computer Engineering KW - Cars--Security KW - Automobiles--Anti-theft devices LA - eng ER -