DETECTION AND MITIGATION OF AUTOMATED ACCOUNT GENERATION USING ARTIFICIAL INTELLIGENCE

Abstract: disclosed herein are systems and methods for detecting automated account generation requests. an example method includes receiving an application programming interface (api) request to generate a new user account. the method then includes executing a machine learning model to predict a likelihood of the api request having been generated automatically using one or more programming protocols. the machine learning model may be trained using historic requests known to have been generated using a machine or a programming/algorithm. when the machine learning model determines that the api request is likely to have been machine-made, the method includes executing an additional security protocol associated with the new user account.

Inventor(s): Suhas Hoskote MURALIDHAR, Prasanna SRIDHAR, Charlotte GILS

CPC Classification: H04L63/1408 ({by monitoring network traffic (monitoring network traffic per se )})

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