G06N504
Please help me predict the CPC LABEL for this patentPATENT ABSTRACT: A method and information handling system configured to store aggregate information handling system interaction telemetry data representing levels of operational activity reported for a user of an information handling system in a monitoring system data repository memory device and for receiving aggregate information handling system interaction telemetry data for a plurality of other users that is crowd-sourced from a population of information handling systems accessed by a plurality of other users. An application processor executes instructions of an information handling system interaction signature platform. The interaction signature platform may apply a supervised learning model algorithm to the aggregate information handling system interaction telemetry data for the user in comparison to the aggregate information handling system interaction telemetry data for the plurality of other users to determine at least one indirect identifier of the interaction telemetry data, wherein a value of the at least one indirect identifier makes the interaction unique enough to identify the user to indicate a learned usage signature of the user. The interaction signature platform constructs a fingerprint profile of operational activity by the user including a usage signature baseline for the at least one indirect identifier.