Patent ID: 11921831
Assignee: INTELLIVISION TECHNOLOGIES CORP
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. A system for machine learning-based authentication, the system comprising:
an authority device configured to maintain reference information about one or more target media objects; and
at least one edge device, remote from the authority device and in data communication with the authority device, wherein the edge device comprises a processor configured to perform instructions that configure the processor to:
receive reference information about a target media object from a local database or from the authority device;
receive test media including information about a candidate media object;
determine a relatedness metric indicating a magnitude of relatedness of the target media object and the candidate media object; and
based on the relatedness metric as-determined, at least one of:
generate updated reference information using the information about the candidate media object; and
provide a validation request to the authority device, the validation request including one or more of the relatedness metric and the information about the candidate media object, wherein the validation request is provided to an administrator of the authority device when the relatedness metric indicates at least a specified minimum threshold amount of dissimilarity between the target object and the candidate object.