Patent ID: 11893096
Assignee: CYLANCE INC.
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 14:
15. A method comprising:
initiating logon of a user;
determining an identification confidence score for the user as part of a pre-authentication procedure which includes a user conduct evaluation in which circumstances surrounding the logon by the user are evaluated, the identification confidence score indicating a level of trust that the user is who it purports to be;
initiating authentication for the user based on the identification confidence score of the user being below a predefined level, the authentication comprising:
continuously monitoring, using a trained machine learning model unique to the user, both of user conduct and behavioral biometrics associated with the user in connection with the utilization of one or more resources by the user to generate first data;
determining, based on the monitoring, differences between the first data and historical utilization data for the user to determine whether the user's utilization of the one or more resources is anomalous; and
removing, when the user's utilization of the one or more resource is anomalous, the user's access to the one or more resources; and

bypassing the authentication for the user based on the identification confidence score of the user being at or above the predefined level.