Bank of America Corporation
SYSTEM FOR ENHANCED DATA SECURITY IN A VIRTUAL REALITY ENVIRONMENT

Abstract:

Systems, computer program products, and methods are described herein for enhanced data security in a virtual reality environment. The present invention is configured to initiate an adversarial testing protocol on the virtual reality platform; transmit one or more adversarial inputs to one or more trained machine learning models associated with the virtual reality platform; receive one or more predicted class labels for the one or more adversarial inputs; compare the one or more predicted class labels with one or more observed class labels associated with the one or more adversarial inputs; determine an error rate of the one or more trained machine learning models; determine a first exposure score for the virtual reality platform based on at least the error rate; transmit control signals configured to cause the computing device associated with the user to display the first exposure score for the virtual reality platform.