Abstract: The techniques described herein relate to a system including: a vehicle environment that includes a camera on a windshield of a vehicle and a processor in the vehicle, the vehicle environment configured to: determine that a vehicle speed value of the vehicle exceeds a first threshold and that a vehicle stop duration exceeds a time threshold, capture a plurality of facial images, and transmit the plurality of facial images; and a cloud platform including one or more computing devices, the computing devices of the cloud platform configured to: receive the plurality of facial images, generate confidence scores for each facial image compared against stored driver profiles, compute based on the confidence scores, a vote count and an average score for a candidate driver profile, and assign a driver identifier to a vehicle based on the vote count and average score exceeding respective thresholds.

Abstract: A system and related methods for running an application in an extended browser session with a limited scope of access is disclosed. The system is programmed to determine the scope of access to an ontology for an application generating a graphical output as a webpage in a kiosk mode, where the ontology has object types and link types instantiated from underlying datasets. The scope of access depends on the user account running the application and excludes operations leading to writebacks to the underlying datasets. The system is programmed to continuously supply a limited-scope token with a future expiration date that represents currently determined scope of access, which is to be used as a cookie for the application. For each Web request that includes such a cookie for access to the ontology, the system is programmed to allow access according to the scope of access represented by the cookie.