INTELLIGENT SYSTEM FOR DYNAMIC DETECTION OF APPLICATION SUBMISSIONS CREATED BY AUTONOMOUS SOFTWARE PROGRAMS

Artificial intelligence, in the form of machine-learning models, are implemented to dynamically detect when an online or mobile app application is being filled-out/submitted by an autonomous software program/bot (e.g., an invalid application submission), as opposed to a human (i.e., a valid applicat...

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Bibliographische Detailangaben
Hauptverfasser: Behera, Abhijit, Mattison, Paul Martin, Garg, Saurabh, Sethia, Maneesh
Format: Patent
Sprache:eng
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Zusammenfassung:Artificial intelligence, in the form of machine-learning models, are implemented to dynamically detect when an online or mobile app application is being filled-out/submitted by an autonomous software program/bot (e.g., an invalid application submission), as opposed to a human (i.e., a valid application submission). Telemetry data is captured from the mobile application or web/online application that is indicative as to whether the application forms are being filled-out by a human or an autonomous software program. The telemetry data is applied to machine learning models to determine if the telemetry data results in a recognized pattern that indicates autonomous software program data entry or, conversely, human data entry. In the event that an application submission is determined to be filled-out by an autonomous software program/bot, subsequent submission and/or further processing of the application is denied.