System, method, and apparatus for enhanced personal identification

Within a mobile device, a method and system to produce a probability the mobile device is in possession of a known person, the first user. Sensors are used to detect and quantify the behavioral biometrics of the human traits of the person in possession of the device. On a continuous basis, a machine...

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Bibliographic Details
Main Author Hallock, Richard James
Format Patent
LanguageEnglish
Published 24.08.2021
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRIC DIGITAL DATA PROCESSING
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
WIRELESS COMMUNICATIONS NETWORKS
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Summary:Within a mobile device, a method and system to produce a probability the mobile device is in possession of a known person, the first user. Sensors are used to detect and quantify the behavioral biometrics of the human traits of the person in possession of the device. On a continuous basis, a machine learning process collects the biometrics of several traits of the first user memorizing the artifacts of neural networks used for learning. Subsequently, a prediction neural network provisioned with these artifacts and processing new biometric inputs of the present user of the device produces a probability the present user of the device is the first user. Affirmation of identity can then be made based on that probability.
Bibliography:Application Number: US201916658046