Patent ID: 11874763
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method of testing a target website, comprising:
identifying, by a computing system, scripting code associated with a plurality of websites hosted by a plurality of third party servers;
generating, by the computing system, a recurrent neural network configured to identify broken paths within a target website based on the scripting code, the generating comprising:
training the recurrent neural network to learn a first plurality of paths through the plurality of websites, wherein a genetic algorithm is used to inject randomness into the learning by adjusting variables of the recurrent neural network, wherein the variables define how the recurrent neural network simulates a user navigating the plurality of websites; and

deploying, by the computing system, the recurrent neural network to test the target website for errors.