Splunk Inc.
Neural networks for detecting fraud based on user behavior biometrics

Abstract:

One embodiment of the present invention sets forth a technique for predicting fraud by analyzing user behavior biometric data via a neural network (NN). The technique includes receiving cursor movement data generated via at least one client device, where the cursor movement data is associated with a group of one or more users. The technique further includes generating a plurality of images based on the cursor movement data and training a first neural network (NN) model based on the plurality of images and based on a discard rate that is greater than 50%.