Autonomous anomalous device operation detection
AssigneeSony Interactive Entertainment Europe Limited
InventorsAlan Suganuma MURPHY, Pierluigi Vito AMADORI
Life of this patent
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Abstract
A computer implemented method for autonomous anomalous device behaviour detection. Including receiving behaviour data, wherein the behaviour data is indicative of a user's inputs to an electronic device. A behaviour pattern label and an indication to the likelihood of an anomaly occurring are determined based on the received behaviour data, wherein the behaviour pattern label belongs to behaviour pattern label hierarchy.
Claims29
A computer implemented method for autonomous anomaly device operation detection, the method comprising the steps:
- receiving behaviour data, wherein the behaviour data is indicative of a user's inputs to an electronic device,
- determining a behaviour pattern label and an indication to the likelihood of an anomaly occurring based on the received behaviour data, wherein the behaviour pattern label belongs to behaviour pattern label hierarchy,
- providing the behaviour pattern label and the likelihood of an anomaly occurring.
A method according to claim 5, wherein the user perspective machine learning model is an artificial neural network, optionally a convolutional neural network.
A method according to 23, wherein the behaviour pattern label hierarchies comprise beginner, intermediate, and expert.
Dependencies are inferred from the claim text.